In [261]:
import pandas as pd
from itertools import groupby
from __future__ import division
import operator
import matplotlib.pyplot as plt
import matplotlib.cm
%matplotlib inline
from mpl_toolkits.basemap import Basemap
from matplotlib.patches import Polygon
from matplotlib.collections import PatchCollection
from matplotlib.colors import Normalize
import numpy as np
import seaborn as sns
import math
In [262]:
data=pd.read_csv(r"C:\Users\HP\Downloads\India Census 2011.csv")
data.fillna(0, inplace=True)
data.head()
Out[262]:
District_code State_name District_name Population Male Female Literate Workers Male_Workers Female_Workers ... Christians Sikhs Buddhists Jains Secondary_Education Higher_Education Graduate_Education Age_Group_0_29 Age_Group_30_49 Age_Group_50
0 1 JAMMU AND KASHMIR Kupwara 870354 474190 396164 439654 229064 190899 38165 ... 1700 5600 66 39 74948 39709 21751 600759 178435 89679
1 2 JAMMU AND KASHMIR Badgam 753745 398041 355704 335649 214866 162578 52288 ... 1489 5559 47 6 66459 41367 27950 503223 160933 88978
2 3 JAMMU AND KASHMIR Leh(Ladakh) 133487 78971 54516 93770 75079 53265 21814 ... 658 1092 88635 103 16265 8923 6197 70703 41515 21019
3 4 JAMMU AND KASHMIR Kargil 140802 77785 63017 86236 51873 39839 12034 ... 604 1171 20126 28 16938 9826 3077 87532 35561 17488
4 5 JAMMU AND KASHMIR Punch 476835 251899 224936 261724 161393 117677 43716 ... 958 11188 83 10 46062 29517 13962 304979 109818 61334

5 rows × 25 columns

In [263]:
# shape
data.shape
Out[263]:
(640, 25)
In [264]:
plt.rcParams["figure.figsize"] = 30,24
data.hist()
Out[264]:
array([[<AxesSubplot:title={'center':'District_code'}>,
        <AxesSubplot:title={'center':'Population'}>,
        <AxesSubplot:title={'center':'Male'}>,
        <AxesSubplot:title={'center':'Female'}>,
        <AxesSubplot:title={'center':'Literate'}>],
       [<AxesSubplot:title={'center':'Workers'}>,
        <AxesSubplot:title={'center':'Male_Workers'}>,
        <AxesSubplot:title={'center':'Female_Workers'}>,
        <AxesSubplot:title={'center':'Cultivator_Workers'}>,
        <AxesSubplot:title={'center':'Agricultural_Workers'}>],
       [<AxesSubplot:title={'center':'Household_with_phone'}>,
        <AxesSubplot:title={'center':'Hindus'}>,
        <AxesSubplot:title={'center':'Muslims'}>,
        <AxesSubplot:title={'center':'Christians'}>,
        <AxesSubplot:title={'center':'Sikhs'}>],
       [<AxesSubplot:title={'center':'Buddhists'}>,
        <AxesSubplot:title={'center':'Jains'}>,
        <AxesSubplot:title={'center':'Secondary_Education'}>,
        <AxesSubplot:title={'center':'Higher_Education'}>,
        <AxesSubplot:title={'center':'Graduate_Education'}>],
       [<AxesSubplot:title={'center':'Age_Group_0_29'}>,
        <AxesSubplot:title={'center':'Age_Group_30_49'}>,
        <AxesSubplot:title={'center':'Age_Group_50'}>, <AxesSubplot:>,
        <AxesSubplot:>]], dtype=object)
In [265]:
data.style.hide_index()
Out[265]:
District_code State_name District_name Population Male Female Literate Workers Male_Workers Female_Workers Cultivator_Workers Agricultural_Workers Household_with_phone Hindus Muslims Christians Sikhs Buddhists Jains Secondary_Education Higher_Education Graduate_Education Age_Group_0_29 Age_Group_30_49 Age_Group_50
1 JAMMU AND KASHMIR Kupwara 870354 474190 396164 439654 229064 190899 38165 34680 56759 7946 37128 823286 1700 5600 66 39 74948 39709 21751 600759 178435 89679
2 JAMMU AND KASHMIR Badgam 753745 398041 355704 335649 214866 162578 52288 55299 36630 29102 10110 736054 1489 5559 47 6 66459 41367 27950 503223 160933 88978
3 JAMMU AND KASHMIR Leh(Ladakh) 133487 78971 54516 93770 75079 53265 21814 20869 1645 1020 22882 19057 658 1092 88635 103 16265 8923 6197 70703 41515 21019
4 JAMMU AND KASHMIR Kargil 140802 77785 63017 86236 51873 39839 12034 8266 3763 1222 10341 108239 604 1171 20126 28 16938 9826 3077 87532 35561 17488
5 JAMMU AND KASHMIR Punch 476835 251899 224936 261724 161393 117677 43716 54264 31583 3930 32604 431279 958 11188 83 10 46062 29517 13962 304979 109818 61334
6 JAMMU AND KASHMIR Rajouri 642415 345351 297064 364109 290912 184752 106160 136527 24016 4656 221880 402879 983 15513 189 26 65921 35804 18576 404903 153165 83319
7 JAMMU AND KASHMIR Kathua 616435 326109 290326 389204 200431 161548 38883 69533 21566 3952 540063 64234 1828 9551 24 16 91522 47694 24330 357864 160123 97684
8 JAMMU AND KASHMIR Baramula 1008039 534733 473306 545149 304200 249581 54619 57495 62246 15084 30621 959185 1497 14770 140 29 107837 57932 48285 636524 239659 130513
9 JAMMU AND KASHMIR Bandipore 392232 207680 184552 185979 149317 101380 47937 28232 32882 20484 8439 382006 572 555 44 17 35630 18644 12721 252378 90465 48802
10 JAMMU AND KASHMIR Srinagar 1236829 651124 585705 748584 407188 333151 74037 12228 10408 20095 42540 1177342 2746 12187 285 74 176409 132727 121856 693238 351561 190330
11 JAMMU AND KASHMIR Ganderbal 297446 158720 138726 143276 100890 73305 27585 15337 19312 7630 5592 290581 406 486 25 8 28247 15005 9633 194165 66945 35911
12 JAMMU AND KASHMIR Pulwama 560440 293064 267376 293958 188420 138428 49992 49746 34080 10615 13840 535159 1109 9440 35 6 67368 40931 31286 342601 137032 80111
13 JAMMU AND KASHMIR Shupiyan 266215 136480 129735 136500 87721 63931 23790 47424 10835 3395 3116 262263 429 178 6 1 28617 16501 10782 170086 60752 35158
14 JAMMU AND KASHMIR Anantnag 1078692 559767 518925 545532 389684 244032 145652 140957 76364 16322 13180 1057005 1449 6140 55 7 97121 52407 41570 704145 239988 133519
15 JAMMU AND KASHMIR Kulgam 424483 217620 206863 209085 159990 102317 57673 69173 29928 6193 4267 418076 460 1035 27 25 45383 24214 18240 266858 99870 57253
16 JAMMU AND KASHMIR Doda 409936 213641 196295 219083 151912 101144 50768 69947 12199 1932 187621 220614 472 422 21 22 48359 31416 12647 263576 93189 52744
17 JAMMU AND KASHMIR Ramban 283713 149132 134581 124065 87212 68476 18736 41394 8810 2538 81026 200516 414 753 43 3 22591 13331 4923 188526 61604 33220
18 JAMMU AND KASHMIR Kishtwar 230696 120165 110531 107506 82974 56779 26195 39271 16296 1186 93931 133225 277 450 2094 3 19550 14521 5438 145931 53415 31084
19 JAMMU AND KASHMIR Udhampur 554985 296784 258201 322354 243672 163845 79827 113020 11396 2641 489044 59771 1962 3418 106 57 55024 29657 17345 339145 140785 74757
20 JAMMU AND KASHMIR Reasi 314667 166461 148206 150542 144767 88755 56012 96147 4009 534 153898 156275 1208 3107 15 7 24066 14064 4733 203967 70767 39743
21 JAMMU AND KASHMIR Jammu 1529958 813821 716137 1137135 508622 417456 91166 68613 36873 10589 1289240 107489 12104 114272 470 1987 261852 159257 146501 816827 435895 275585
22 JAMMU AND KASHMIR Samba 318898 169124 149774 228139 92526 81952 10574 16894 6105 1520 275311 22950 2306 17961 48 16 61407 30503 14055 177277 88246 53022
23 HIMACHAL PRADESH Chamba 519080 261320 257760 323842 294035 158791 135244 196665 9193 4521 479782 32455 1559 2745 1740 57 64515 40440 15506 306555 130606 81566
24 HIMACHAL PRADESH Kangra 1510075 750591 759484 1152640 675170 403756 271414 303007 54849 15662 1461140 19797 3023 8929 14511 194 284124 192936 91236 766581 419172 319420
25 HIMACHAL PRADESH Lahul AND Spiti 31564 16588 14976 21845 19295 10763 8532 11227 572 167 11649 74 212 35 19572 3 3934 3557 2378 15928 9181 6200
26 HIMACHAL PRADESH Kullu 437903 225452 212451 307672 269084 148829 120255 197141 12372 2707 415669 2974 1568 1396 15377 94 58122 39081 23168 244727 120510 72282
27 HIMACHAL PRADESH Mandi 999777 498065 501712 723747 572671 297464 275207 387944 15822 7134 981412 9460 876 4081 2628 43 180188 128549 54139 524285 279321 194661
28 HIMACHAL PRADESH Hamirpur 454768 217070 237698 358091 241931 118724 123207 147103 8824 3347 449412 3711 243 591 95 293 91184 64363 35620 224044 123941 106641
29 HIMACHAL PRADESH Una 521173 263692 257481 399715 215346 141612 73734 84800 19604 3427 480138 14275 390 26009 56 70 105204 60626 32120 273223 142351 105358
30 HIMACHAL PRADESH Bilaspur 381956 192764 189192 287620 205871 111543 94328 127169 4138 2561 371973 6984 236 2387 113 10 64730 45695 25474 193671 107367 80497
31 HIMACHAL PRADESH Solan 580320 308754 271566 428578 298737 190001 108736 141267 10283 4969 548579 14678 1452 13926 574 591 95232 59363 36803 321533 167168 90808
32 HIMACHAL PRADESH Sirmaur 529855 276289 253566 362645 280083 169399 110684 182958 10730 5313 476830 33215 577 15501 2645 236 67080 38282 23352 310244 136839 82471
33 HIMACHAL PRADESH Shimla 814010 425039 388971 612642 430926 258628 172298 249786 26114 7967 791449 11810 2025 4047 3262 185 141490 95341 80414 425721 241956 145577
34 HIMACHAL PRADESH Kinnaur 84121 46249 37872 60699 56273 33863 22410 32995 2537 944 64732 448 485 249 18086 29 11140 7871 5118 42360 26599 15075
35 PUNJAB Gurdaspur 2298323 1212617 1085706 1634719 757138 637652 119486 147912 100684 30903 1074332 27667 176587 1002874 405 580 372317 243539 104345 1261421 611353 423301
36 PUNJAB Kapurthala 815168 426311 388857 576567 284165 235562 48603 55252 42387 9861 336124 10190 5445 453692 6662 553 128828 77442 48221 433331 222324 157833
37 PUNJAB Jalandhar 2193590 1145211 1048379 1622537 774472 639484 134988 85695 66664 29762 1394329 30233 26016 718363 11385 4011 339758 216646 162965 1159156 616431 416449
38 PUNJAB Hoshiarpur 1586625 809057 777568 1199699 499822 412506 87316 89772 74362 15990 1000743 23089 14968 538208 3476 2034 301435 176013 93618 831741 422782 330671
39 PUNJAB Shahid Bhagat Singh Nagar 612310 313291 299019 438459 204329 170252 34077 42608 22626 9011 401368 6829 1479 192885 5885 695 101970 61643 26893 318597 163305 128310
40 PUNJAB Fatehgarh Sahib 600163 320795 279368 426033 214783 182777 32006 44245 21389 8048 152851 16808 1698 427521 48 178 95073 59555 34990 321018 166781 111028
41 PUNJAB Ludhiana 3498739 1867816 1630923 2560225 1284822 1053600 231222 140737 98646 71667 1502403 77713 16517 1863408 2007 19620 527568 318876 272280 1901528 980046 614258
42 PUNJAB Moga 995746 525920 469826 627889 359172 292379 66793 91622 82397 18098 158414 9388 3277 818921 178 436 128693 85642 37417 535408 258826 194768
43 PUNJAB Firozpur 2029074 1071637 957437 1227511 756695 596406 160289 191685 227971 14679 906408 6844 19358 1090815 454 1143 221806 147698 82448 1171770 525459 331259
44 PUNJAB Muktsar 901896 475622 426274 524848 335326 272699 62627 86565 111014 5187 254920 4333 1681 638625 240 744 104682 62612 36905 495167 242628 162297
45 PUNJAB Faridkot 617508 326671 290837 381285 221555 185049 36506 53230 54058 8225 141363 3125 1227 469789 155 1109 75419 48360 29838 336540 164962 113721
46 PUNJAB Bathinda 1388525 743197 645328 844868 549986 432988 116998 141535 128382 14938 380569 16299 2474 984286 246 1266 163928 96329 70240 754927 377707 255283
47 PUNJAB Mansa 769751 408732 361019 423560 328512 230739 97773 105963 90367 13442 156539 10375 917 598443 123 1577 85953 48663 27461 420050 200882 146103
48 PUNJAB Patiala 1895686 1002522 893164 1266791 660267 549661 110606 113182 89123 23647 783306 40043 5683 1059944 245 1914 256826 157435 141947 1042519 517079 335100
49 PUNJAB Amritsar 2490656 1318408 1172248 1684770 917856 735195 182661 124617 121599 41642 690939 12502 54344 1716935 876 3152 328229 203656 142399 1384987 667193 436496
50 PUNJAB Tarn Taran 1119627 589369 530258 666162 380702 313639 67063 115853 81216 21328 60504 3855 6095 1044903 101 650 147856 83290 21322 641875 283645 190898
51 PUNJAB Rupnagar 684627 357485 327142 502731 233676 186910 46766 45640 21520 12321 304481 14492 2094 361045 118 653 116836 68794 38823 365300 185424 131707
52 PUNJAB Sahibzada Ajit Singh Nagar 994628 529253 465375 736575 355995 283367 72628 40867 21791 13501 476276 29488 5342 478908 257 1257 147214 96568 105306 540872 281462 171656
53 PUNJAB Sangrur 1655169 878029 777140 1002077 568758 485129 83629 157191 91799 18578 389410 179116 2406 1077438 268 3222 220210 130155 73636 904316 435148 311621
54 PUNJAB Barnala 595527 317522 278005 359831 209331 178163 31168 60340 40460 5132 112859 13100 622 467751 108 246 81545 43467 23657 322607 158413 114077
55 CHANDIGARH Chandigarh 1055450 580663 474787 805438 404136 328159 75977 2578 1687 4799 852574 51447 8720 138329 1160 1960 124707 98786 174528 602411 303748 148945
56 UTTARAKHAND Uttarkashi 330086 168597 161489 215126 157276 84265 73011 117264 4387 3122 324859 3554 353 167 563 74 30901 24989 18882 202426 75997 51245
57 UTTARAKHAND Chamoli 391605 193991 197614 280556 180940 93832 87108 121157 3845 5384 385818 4395 428 323 190 11 47703 32557 27168 229715 93182 67873
58 UTTARAKHAND Rudraprayag 242285 114589 127696 170933 113032 52339 60693 83155 3200 2112 240170 1486 171 38 9 4 28916 21131 15096 141848 54979 44986
59 UTTARAKHAND Tehri Garhwal 618931 297986 320945 407994 280442 140821 139621 187121 8129 4021 609835 7374 656 290 32 91 74008 58434 30704 368324 139371 109998
60 UTTARAKHAND Dehradun 1696694 892199 804495 1259506 582768 458834 123934 77176 38195 22992 1424916 202057 13416 36454 11778 5117 206730 187700 247622 968517 446046 276280
61 UTTARAKHAND Garhwal 687271 326829 360442 494889 274152 147373 126779 150607 13715 5635 660507 22931 2161 619 58 212 95590 74219 52076 380765 160183 145445
62 UTTARAKHAND Pithoragarh 483439 239306 244133 345550 216490 113539 102951 137332 5432 6055 475105 6015 1401 260 185 13 56591 42086 28375 273494 116749 92517
63 UTTARAKHAND Bageshwar 259898 124326 135572 179483 123638 58708 64930 85125 8985 2991 257509 1440 397 46 102 7 31224 20785 10900 147488 60569 51672
64 UTTARAKHAND Almora 622506 291081 331425 436497 298211 142460 155751 207617 10274 4312 611250 7752 1895 256 201 31 76148 53026 37742 351595 141238 128994
65 UTTARAKHAND Champawat 259648 131125 128523 177726 99566 60427 39139 59993 4032 1570 249563 8693 870 336 24 28 23610 18360 15110 156916 60722 41913
66 UTTARAKHAND Nainital 954605 493666 460939 696500 376181 256935 119246 137530 34742 9767 809717 120742 5091 17419 570 356 115317 98851 89101 562548 243095 147053
67 UTTARAKHAND Udham Singh Nagar 1648902 858783 790119 1037839 591458 444578 146880 122686 165250 26396 1104452 372267 6064 162768 505 738 169274 113661 111062 1042614 392370 212223
68 UTTARAKHAND Hardwar 1890422 1005295 885127 1178354 578121 497810 80311 93660 103115 19955 1214935 648119 4878 17364 709 2501 165003 114114 134182 1207120 435385 246229
69 HARYANA Panchkula 561293 299679 261614 405318 211479 164865 46614 26682 12827 9870 490702 23451 2583 40951 1008 1626 69163 48306 83256 309078 157076 93606
70 HARYANA Ambala 1128350 598703 529647 818025 372139 320120 52019 52871 57293 15753 955096 22143 3705 138202 381 4845 163544 97980 91472 617859 308126 201685
71 HARYANA Yamunanagar 1214205 646718 567487 832457 389233 342343 46890 61516 73251 12287 984929 138569 3646 84455 161 1555 159311 99170 82532 694813 317708 201386
72 HARYANA Kurukshetra 964655 510976 453679 646893 336780 268556 68224 68908 85890 6726 805175 15970 1943 140395 214 375 120790 81964 71007 552034 250830 160216
73 HARYANA Kaithal 1074304 571003 503301 646529 373899 292696 81203 128016 85651 9450 974520 8232 1769 87558 265 351 117753 82297 51043 630194 265813 176320
74 HARYANA Karnal 1505324 797712 707612 978013 516062 411646 104416 112288 133723 15311 1341002 31650 2049 126207 532 1516 183590 124790 101387 884972 380409 234684
75 HARYANA Panipat 1205437 646857 558580 786599 412318 328667 83651 72120 62358 15824 1083936 86622 2261 25064 289 4647 141473 91756 75774 739075 298764 167244
76 HARYANA Sonipat 1450001 781299 668702 998316 523179 391085 132094 142344 101733 18184 1390149 45100 1405 4484 336 6033 224639 150760 101186 855201 360216 233318
77 HARYANA Jind 1334152 713006 621146 832758 523422 368277 155145 230387 102071 9114 1276669 23016 889 29103 172 2594 154773 107994 64599 784085 335704 213478
78 HARYANA Fatehabad 942011 495360 446651 557578 369083 263498 105585 132250 97997 6558 779243 8360 996 150969 171 1172 93526 61476 37741 555745 237009 147469
79 HARYANA Sirsa 1295189 682582 612607 782897 502003 369462 132541 164297 147042 11952 940255 9524 2186 338962 370 2256 134559 83373 61620 750228 334344 208185
80 HARYANA Hisar 1743931 931562 812369 1114311 691621 488321 203300 261120 144213 16097 1701061 21650 1945 12270 334 3620 202792 144626 105346 1017830 456536 265109
81 HARYANA Bhiwani 1634445 866672 767773 1069871 623006 430678 192328 288543 103788 14855 1611031 15515 873 2401 254 1016 218631 148995 104875 964960 405760 261428
82 HARYANA Rohtak 1061204 568479 492725 747582 345967 272646 73321 95732 36568 8521 1043887 8185 732 3916 200 3491 168499 109596 100346 605741 269354 185685
83 HARYANA Jhajjar 958405 514667 443738 676091 326534 250020 76514 112389 44845 9254 945693 8247 734 1042 105 645 145258 97457 58826 549975 245095 162356
84 HARYANA Mahendragarh 922088 486665 435423 630255 338584 232935 105649 149146 38320 7639 913251 5660 301 1737 75 644 132765 94245 60296 530000 229392 161258
85 HARYANA Rewari 900332 474335 425997 636947 337727 235326 102401 102698 28215 9782 889133 5713 701 1804 202 1525 139646 95807 65143 518747 230704 150557
86 HARYANA Gurgaon 1514432 816690 697742 1111116 544716 432456 112260 56046 27097 18228 1408801 70842 9725 15097 944 7451 219200 150120 233402 875531 428101 210307
87 HARYANA Mewat 1089263 571162 518101 454897 289964 224642 65322 104237 55278 6023 221846 862647 1235 592 516 1453 41836 22265 12453 790930 186916 110688
88 HARYANA Faridabad 1809733 966110 843623 1272739 579229 476933 102296 27705 29288 32286 1588407 161680 9743 34572 640 4883 282666 178846 259933 1095602 481318 231029
89 HARYANA Palwal 1042708 554497 488211 599796 309563 241464 68099 91506 60685 8566 826342 208566 932 3971 345 915 102626 65963 43780 684189 224043 133913
90 NCT OF DELHI North West 3656539 1960922 1695617 2707855 1188545 1022419 166126 11433 13289 35896 3211042 291330 14100 92129 2281 43460 613393 519808 465677 2138591 1013424 503055
91 NCT OF DELHI North 887978 475002 412976 681517 296446 257575 38871 2187 1791 11028 726443 119792 7256 19066 1824 13049 126121 97744 107099 506601 256501 124513
92 NCT OF DELHI North East 2241624 1188425 1053199 1611588 661386 594353 67033 2235 2406 30738 1529337 657585 9123 17424 2388 24673 341540 212438 122983 1393078 581016 264663
93 NCT OF DELHI East 1709346 907500 801846 1352998 579692 486951 92741 1156 3094 19541 1410852 178807 15792 53027 2643 46927 267825 235187 246988 948963 497157 262124
94 NCT OF DELHI New Delhi 142004 77942 64062 114179 59541 46940 12601 121 275 1030 124482 8480 4852 2933 312 679 15942 17742 23934 76076 43913 21773
95 NCT OF DELHI Central 582320 307821 274499 442360 207374 177621 29753 597 601 10902 364148 194278 3527 13038 362 5886 83244 62124 80251 317650 169533 94448
96 NCT OF DELHI West 2543243 1356240 1187003 1961179 874320 732598 141722 2952 4358 29022 2087294 149807 18337 271752 1993 11322 369114 327114 440295 1399165 732515 408953
97 NCT OF DELHI South West 2292958 1246046 1046912 1787689 795352 667977 127375 9733 7753 18614 2102743 112691 31226 31692 2784 9215 335645 308513 400800 1296955 683209 308675
98 NCT OF DELHI South 2731929 1467428 1264501 2078402 924393 775592 148801 2984 5908 25081 2155759 445914 41880 69520 3862 11020 430091 354078 458858 1588001 785085 355602
99 RAJASTHAN Ganganagar 1969168 1043340 925828 1193343 912672 596320 316352 268297 230438 13790 1437144 50688 2077 474853 938 1988 163098 105734 104071 1167889 502211 283484
100 RAJASTHAN Hanumangarh 1774692 931184 843508 1034136 835260 512802 322458 370452 166833 13839 1433067 118673 1542 216997 241 1935 153628 104087 84185 1058044 453114 242361
101 RAJASTHAN Bikaner 2363937 1240801 1123136 1278801 986208 640572 345636 499223 103833 26244 2073356 235741 1901 20072 285 30850 143669 80296 101714 1543867 517271 288165
102 RAJASTHAN Churu 2039547 1051446 988101 1149269 902829 541404 361425 572644 87983 16594 1777879 249736 958 402 188 7104 161520 100677 77282 1293193 458725 272176
103 RAJASTHAN Jhunjhunun 2137045 1095896 1041149 1370360 894649 541392 353257 521692 68878 13472 1905682 228178 1004 275 56 548 256621 192240 158936 1298780 494124 330126
104 RAJASTHAN Alwar 3674179 1939026 1735153 2182476 1708542 994171 714371 898891 216772 34562 3039279 547335 2696 64532 4384 13221 324050 230415 222622 2346721 836000 490137
105 RAJASTHAN Bharatpur 2548462 1355726 1192736 1480869 1071154 647198 423956 500994 238894 25068 2143046 371286 1576 23456 899 5758 211938 147520 132571 1659515 546362 329127
106 RAJASTHAN Dhaulpur 1206516 653647 552869 683098 523212 339110 184102 229936 74342 12721 1127520 72258 688 1356 92 2739 77360 45590 37856 815651 248416 141365
107 RAJASTHAN Karauli 1458248 783639 674609 805849 628726 371058 257668 335302 115367 9521 1370977 81553 602 297 70 3424 104208 69443 67639 947173 310688 192042
108 RAJASTHAN Sawai Madhopur 1335551 704031 631520 741748 578068 343802 234266 313358 88804 12070 1165505 155681 945 812 177 9991 87349 57625 70870 841697 309237 183234
109 RAJASTHAN Dausa 1634409 857787 776622 938051 684495 398151 286344 390960 76277 17185 1582335 45488 439 296 94 3737 135234 92559 90833 1047136 358718 210117
110 RAJASTHAN Jaipur 6626178 3468507 3157671 4300965 2464893 1714947 749946 744374 131523 91011 5819980 687452 12708 18782 1020 81079 659389 455527 703673 4091148 1646480 884057
111 RAJASTHAN Sikar 2677333 1374990 1302343 1652117 1006504 657854 348650 501311 87889 22776 2342076 327583 1122 356 177 4050 282595 200430 181282 1672813 605002 381226
112 RAJASTHAN Nagaur 3307743 1696325 1611418 1758624 1425882 857031 568851 734614 263401 29647 2833443 454487 1912 366 163 12940 242053 147701 117444 2088323 754143 463469
113 RAJASTHAN Jodhpur 3687165 1923928 1763237 2031532 1489741 965103 524638 592370 242017 42412 3224399 411558 6035 4123 514 36697 259304 154789 177199 2359786 836322 489280
114 RAJASTHAN Jaisalmer 669919 361708 308211 308653 288903 182565 106338 132466 43872 6835 497045 168129 874 1723 98 1521 20142 12759 10604 448969 140294 79977
115 RAJASTHAN Barmer 2603751 1369022 1234729 1188322 1202482 696240 506242 754260 132696 30565 2244882 321192 1157 450 157 34010 101291 52272 39533 1731122 527629 326476
116 RAJASTHAN Jalor 1828730 936634 892096 829582 896644 494906 401738 493355 158013 21867 1732852 78990 730 231 144 14640 75304 32366 25210 1176496 390598 249379
117 RAJASTHAN Sirohi 1036346 534231 502115 476806 419829 272196 147633 124080 97823 9443 996562 30479 1284 572 114 6829 58213 30724 27076 649290 244401 142251
118 RAJASTHAN Pali 2037573 1025422 1012151 1085693 842327 523077 319250 243491 237280 26119 1870543 143476 1345 1540 141 18974 144581 71472 67021 1207983 467436 343384
119 RAJASTHAN Ajmer 2583052 1324085 1258967 1526673 1053722 686149 367573 298856 145523 35602 2201663 314159 10605 6799 417 45614 200191 130608 172683 1561077 629951 388040
120 RAJASTHAN Tonk 1421326 728136 693190 749659 649161 371848 277313 326083 113426 16004 1243527 153146 754 378 122 22458 91853 64431 67155 880194 334006 205593
121 RAJASTHAN Bundi 1110906 577160 533746 585044 526091 314806 211285 250453 111388 11172 1017688 66609 682 11059 144 13455 63248 41227 41052 686771 267648 155958
122 RAJASTHAN Bhilwara 2408523 1220736 1187787 1256126 1148165 674589 473576 555168 163052 30149 2224839 142427 1978 1468 183 35149 141250 92785 106667 1439454 589476 365023
123 RAJASTHAN Rajsamand 1156597 581339 575258 619139 550831 319534 231297 207582 106587 13505 1105676 33677 759 260 100 14966 72969 41063 34286 687165 275099 193668
124 RAJASTHAN Dungarpur 1388552 696532 692020 681591 641515 346624 294891 227849 184330 12514 1340065 28662 830 240 226 16141 60656 42887 39312 868458 317700 191917
125 RAJASTHAN Banswara 1797485 907754 889731 829343 916574 482236 434338 546569 199370 19818 1701234 48834 22250 427 138 22613 75011 50438 47094 1153029 406214 216554
126 RAJASTHAN Chittaurgarh 1544338 783171 761167 821825 802755 456632 346123 453201 123469 15435 1413163 97855 1274 1515 252 25843 90889 58129 67155 880043 398303 258997
127 RAJASTHAN Kota 1951014 1021161 929853 1298345 748811 534650 214161 140262 134992 25125 1661307 243993 5665 11058 280 25742 172538 118710 167778 1177474 495896 275396
128 RAJASTHAN Baran 1222755 633945 588810 693307 552583 329754 222829 216538 185037 15258 1133349 79984 1432 3066 84 2795 76209 46847 49939 762204 286344 173100
129 RAJASTHAN Jhalawar 1411129 725143 685986 739792 685950 402825 283125 328714 209772 11199 1299751 96164 842 819 46 12488 73388 46267 47985 850546 346110 213674
130 RAJASTHAN Udaipur 3068420 1566801 1501619 1582629 1365783 835839 529944 539106 302968 33535 2869976 104307 7406 4278 209 78647 164290 102085 142672 1876436 739287 451034
131 RAJASTHAN Pratapgarh 867848 437744 430104 401515 481294 251691 229603 306419 96815 5516 827293 25597 358 72 32 14077 35206 21854 19109 545987 204801 115608
132 UTTAR PRADESH Saharanpur 3466382 1834106 1632276 2077108 1037344 911136 126208 221567 273050 34032 1966892 1454052 6523 18627 1937 10208 256510 163463 154153 2228689 769736 433862
133 UTTAR PRADESH Muzaffarnagar 4143512 2193434 1950078 2417339 1291644 1081569 210075 336049 323641 45952 2382914 1711453 6495 18601 1516 16345 281747 148770 98691 2671757 911621 544283
134 UTTAR PRADESH Bijnor 3682713 1921215 1761498 2135393 1088036 921497 166539 232158 311489 52549 2032081 1585210 6184 50624 1736 2134 255028 159528 148185 2404576 786305 450186
135 UTTAR PRADESH Moradabad 4772006 2503186 2268820 2263848 1417811 1193439 224372 368638 338384 88733 2488265 2248392 13157 7555 1260 2426 296210 186311 186489 3168270 988486 525574
136 UTTAR PRADESH Rampur 2335819 1223889 1111930 1043666 737261 609693 127568 214187 230238 54238 1073890 1181337 9201 65316 384 1307 85117 51703 43839 1576123 491164 258913
137 UTTAR PRADESH Jyotiba Phule Nagar 1840221 963449 876772 983110 599089 459037 140052 217672 131877 31600 1075440 750368 5952 5295 189 517 161282 164763 69522 1227283 391275 215849
138 UTTAR PRADESH Meerut 3443689 1825743 1617946 2141488 1090539 898810 191729 196068 153995 63096 2183255 1185643 10582 24912 1855 18544 359944 254337 275076 2165117 780475 451827
139 UTTAR PRADESH Baghpat 1303048 700070 602978 797970 416695 342604 74091 124718 74500 20347 917474 364583 1840 483 161 16139 132197 79475 44164 817140 283276 194548
140 UTTAR PRADESH Ghaziabad 4681645 2488834 2192811 3123264 1520538 1231615 288923 158868 123680 83672 3414427 1186776 19026 23001 3487 16412 597661 475439 255949 2891069 1139871 559963
141 UTTAR PRADESH Gautam Buddha Nagar 1648115 890214 757901 1122947 569109 443384 125725 72668 48845 35400 1394025 215500 7366 9261 895 4518 218587 194796 101645 1015648 402967 188862
142 UTTAR PRADESH Bulandshahr 3499171 1845260 1653911 2031656 1173260 897815 275445 332475 241137 65937 2707195 777407 4088 2765 669 1572 338138 217882 151182 2246254 753949 472808
143 UTTAR PRADESH Aligarh 3673889 1951996 1721893 2092567 1174361 929337 245024 281501 267197 78566 2904140 729283 7635 5875 2582 2805 334738 216997 172585 2378289 787408 472667
144 UTTAR PRADESH Mahamaya Nagar 1564708 836127 728581 942572 484115 398126 85989 124231 154720 32402 1397225 159448 1350 524 424 1289 166861 89435 49812 1011157 339137 210083
145 UTTAR PRADESH Mathura 2547184 1367125 1180059 1507746 840939 635142 205797 235886 179248 44453 2310776 216933 3179 2872 883 2056 233264 155937 103102 1600686 535738 327854
146 UTTAR PRADESH Agra 4418797 2364953 2053844 2680510 1389844 1119701 270143 285471 234455 94184 3922718 411313 10076 12057 4049 21508 450571 317618 199395 2871903 991255 547873
147 UTTAR PRADESH Firozabad 2498156 1332046 1166110 1521806 761521 621840 139681 184595 150221 59942 2140745 314812 3370 1804 3395 19077 277163 166249 108627 1621154 543730 312689
148 UTTAR PRADESH Mainpuri 1868529 993377 875152 1203885 560840 466067 94773 270888 137174 24784 1746649 100723 1729 475 8814 4161 230731 144516 111696 1193660 402321 265638
149 UTTAR PRADESH Budaun 3681896 1967759 1714137 1547477 1107343 939616 167727 575903 258758 40122 2867707 790515 6320 1135 1959 678 154425 86760 64222 2436051 748408 424194
150 UTTAR PRADESH Bareilly 4448359 2357665 2090694 2191759 1401971 1153006 248965 365985 326376 131699 2830768 1536534 14822 28187 4371 931 272840 172554 146446 2893965 952233 514141
151 UTTAR PRADESH Pilibhit 2031007 1072002 959005 1061095 618605 534939 83666 216476 224192 22782 1449007 489686 3510 84787 360 138 117838 77602 66129 1320476 449673 256276
152 UTTAR PRADESH Shahjahanpur 3006538 1606403 1400135 1490930 892214 783313 108901 344973 275192 31141 2412595 527581 4630 51090 2312 301 158430 96308 87355 1961237 652237 368743
153 UTTAR PRADESH Kheri 4021243 2123187 1898056 2034044 1264718 1058483 206235 529223 422142 47837 3078262 807600 7502 94388 18454 487 223669 129627 128548 2582597 896611 510832
154 UTTAR PRADESH Sitapur 4483992 2375264 2108728 2283733 1422602 1171252 251350 571097 473554 70971 3555450 893725 6579 11611 2663 1410 221898 136383 127750 2862383 1000987 588318
155 UTTAR PRADESH Hardoi 4092845 2191442 1901403 2221601 1318946 1091952 226994 596813 406830 59649 3508131 556219 5822 5688 6671 446 247265 138583 103523 2598364 905306 559988
156 UTTAR PRADESH Unnao 3108367 1630087 1478280 1773584 1124744 851014 273730 450123 332663 49243 2732016 363453 3574 1204 920 240 240024 136688 101934 1893706 706851 453462
157 UTTAR PRADESH Lucknow 4589838 2394476 2195362 3127260 1542806 1226399 316407 175578 203029 99863 3537787 985070 20493 23883 3877 4975 428121 378742 639260 2678289 1161686 685258
158 UTTAR PRADESH Rae Bareli 3405559 1752542 1653017 1965843 1204710 867393 337317 316891 507882 60774 2975998 413243 3634 2424 722 397 270775 182823 153041 2116007 776583 506583
159 UTTAR PRADESH Farrukhabad 1885204 1006240 878964 1092677 592267 494545 97722 245089 135679 43528 1596278 276846 3137 3160 3161 487 184298 115069 110391 1224584 411153 246795
160 UTTAR PRADESH Kannauj 1656616 881776 774840 1017087 524676 430934 93742 239350 129517 51330 1375788 273967 1263 504 2033 606 175582 107628 95072 1069916 361028 223535
161 UTTAR PRADESH Etawah 1581810 845856 735954 1062003 506072 413713 92359 170827 158026 20803 1457892 113961 1362 1045 1733 3917 195192 121283 118571 979633 362026 237786
162 UTTAR PRADESH Auraiya 1379545 740040 639505 930836 442023 364543 77480 166731 151727 12533 1273546 101963 1004 371 332 228 168866 101542 79012 856336 320763 202054
163 UTTAR PRADESH Kanpur Dehat 1796184 963255 832929 1170243 628864 493991 134873 224986 234069 20783 1612968 176327 1300 478 819 155 223529 157167 97740 1100820 415918 276272
164 UTTAR PRADESH Kanpur Nagar 4581268 2459806 2121462 3243022 1572232 1299871 272361 198547 258790 68738 3792174 720660 15751 29676 2733 5710 651228 515772 396565 2630411 1209554 731795
165 UTTAR PRADESH Jalaun 1689974 906092 783882 1075196 620764 470969 149795 196613 243035 26109 1509708 171581 1148 463 2875 256 167911 104699 106888 1002817 410090 274954
166 UTTAR PRADESH Jhansi 1998603 1057436 941167 1304513 814914 565357 249557 228881 248072 48648 1823930 147842 7050 4951 1203 7328 186348 99814 92586 1171301 510728 308331
167 UTTAR PRADESH Lalitpur 1221592 641011 580581 641191 503351 326783 176568 267580 131354 14882 1163804 33724 1351 1034 69 20390 61543 32237 34658 793551 265080 159666
168 UTTAR PRADESH Hamirpur 1104285 593537 510748 653299 443655 308527 135128 130314 181449 19876 1010014 91269 814 196 74 41 103334 59914 59612 660774 260368 181109
169 UTTAR PRADESH Mahoba 875958 466358 409600 488106 349676 237153 112523 114244 130422 13523 815142 57454 965 389 94 234 60400 33810 37165 527067 201394 137393
170 UTTAR PRADESH Banda 1799410 965876 833534 1002937 701689 485314 216375 251755 273458 19098 1637549 157612 1367 231 168 916 114783 61702 63112 1120432 408527 265310
171 UTTAR PRADESH Chitrakoot 991730 527721 464009 531072 394197 254977 139220 160094 150695 12555 955372 34559 693 63 101 285 69641 40266 35826 638046 214228 136669
172 UTTAR PRADESH Fatehpur 2632733 1384722 1248011 1512166 1063929 713736 350193 328758 425366 51555 2274674 350700 2201 402 172 199 227119 134445 116445 1624830 603831 395547
173 UTTAR PRADESH Pratapgarh 3209141 1606085 1603056 1931559 1066601 704569 362032 305746 386563 68642 2731351 452394 3920 1451 7795 746 332742 238011 197846 2002569 703727 492097
174 UTTAR PRADESH Kaushambi 1599596 838485 761111 813424 639086 402644 236442 141102 321410 30491 1372381 220423 2225 522 687 545 146757 89011 45341 1034099 336401 210556
175 UTTAR PRADESH Allahabad 5954391 3131807 2822584 3665727 2111907 1426110 685797 474283 541146 185877 5102041 796756 13782 4377 4391 2247 596615 502826 428871 3764404 1335224 818137
176 UTTAR PRADESH Bara Banki 3260699 1707073 1553626 1692458 1192850 871241 321609 458479 421973 77235 2505444 737106 4857 2090 1553 3016 197780 132332 113799 2043335 709494 445269
177 UTTAR PRADESH Faizabad 2470996 1259628 1211368 1450901 831209 597888 233321 260406 272734 43505 2094271 365806 3225 1912 737 358 231129 176303 179996 1534832 543148 367332
178 UTTAR PRADESH Ambedkar Nagar 2397888 1212410 1185478 1486939 787398 547406 239992 213814 301120 58520 1985654 401678 2536 869 1817 235 247028 172872 194387 1499494 515229 367234
179 UTTAR PRADESH Sultanpur 3797117 1914586 1882531 2239902 1242632 869838 372794 338890 501634 85785 3119590 650261 4453 1629 9989 426 306046 188848 176414 2376875 828222 580164
180 UTTAR PRADESH Bahraich 3487731 1843884 1643847 1398368 1152160 895576 256584 430227 482897 37965 2291892 1169330 6400 8212 2793 1177 104762 65106 47690 2275746 754346 446242
181 UTTAR PRADESH Shrawasti 1117361 593897 523464 423313 403755 293981 109774 163449 165118 18494 768643 343981 1427 407 323 68 29567 19744 15648 723443 245098 143979
182 UTTAR PRADESH Balrampur 2148665 1114721 1033944 868357 760253 534332 225921 276614 328768 29916 1333242 805975 3228 900 1866 198 65516 40633 37109 1415213 442339 283947
183 UTTAR PRADESH Gonda 3433919 1787146 1646773 1679994 1170552 855848 314704 440340 431532 65299 2739076 678615 4735 1893 649 338 192664 144067 118176 2223078 734903 464584
184 UTTAR PRADESH Siddharthnagar 2559297 1295095 1264202 1228926 878898 583633 295265 298360 395993 35756 1789704 748073 3042 681 11964 179 110056 73465 56516 1690396 504002 359977
185 UTTAR PRADESH Basti 2464464 1255272 1209192 1393783 783688 558642 225046 296928 282260 36856 2082976 364510 3493 900 9753 107 211477 162961 143642 1574037 519265 363891
186 UTTAR PRADESH Sant Kabir Nagar 1715183 869656 845527 954949 539469 383482 155987 149604 241825 28884 1300586 404410 1766 447 4393 95 129442 86528 63506 1108368 352395 250502
187 UTTAR PRADESH Mahrajganj 2684703 1381754 1302949 1419144 994253 659465 334788 229847 532486 43015 2196884 458650 3527 1381 16030 243 185236 129222 95863 1694493 595114 370573
188 UTTAR PRADESH Gorakhpur 4440895 2277777 2163118 2700328 1351629 1016876 334753 255660 454931 82965 4009037 403847 9662 2123 2848 460 425913 316166 273903 2755630 992114 659677
189 UTTAR PRADESH Kushinagar 3564544 1818055 1746489 1954820 1116973 804857 312116 265686 528388 57049 2928462 620244 5006 767 4619 383 249265 170911 119625 2236842 772777 500373
190 UTTAR PRADESH Deoria 3100946 1537436 1563510 1875239 876246 639073 237173 238237 291016 50418 2730957 358539 3626 818 1182 209 372031 277548 194341 1946336 664708 481219
191 UTTAR PRADESH Azamgarh 4613913 2285004 2328909 2771917 1372032 941890 430142 425630 452055 115991 3878626 718692 3810 719 5652 183 489060 312571 158303 2930243 965876 699954
192 UTTAR PRADESH Mau 2205968 1114709 1091259 1363044 696747 475413 221334 145225 212343 118614 1769937 428555 2109 340 564 155 256784 209493 150462 1402738 467343 323260
193 UTTAR PRADESH Ballia 3239774 1672902 1566872 1963590 1019483 723060 296423 206228 384432 72194 3004240 213440 4463 892 1595 233 409484 323582 200434 1975934 724362 502628
194 UTTAR PRADESH Jaunpur 4494204 2220465 2273739 2731677 1437375 934157 503218 540762 436792 88404 3981502 483750 4947 1286 7898 349 520111 353996 256398 2826453 927026 689979
195 UTTAR PRADESH Ghazipur 3620268 1855075 1765193 2197549 1204602 808700 395902 368943 435934 68254 3233790 368153 4181 810 3145 213 449909 334003 186306 2234593 774130 556273
196 UTTAR PRADESH Chandauli 1952756 1017905 934851 1174606 652543 462971 189572 125980 248674 58552 1727869 215081 2153 1389 340 100 196240 135962 88299 1222695 437000 287767
197 UTTAR PRADESH Varanasi 3676841 1921857 1754984 2403903 1220708 921234 299474 197952 182146 168764 3107681 546987 7696 3309 1146 1898 447926 351391 281652 2260457 856070 531549
198 UTTAR PRADESH Sant Ravidas Nagar (Bhadohi) 1578213 807099 771114 910146 470608 343155 127453 94402 104419 62665 1368291 203887 1365 199 1562 161 167524 120944 86533 1032294 331743 209920
199 UTTAR PRADESH Mirzapur 2496970 1312302 1184668 1428683 881996 613061 268935 178132 334372 80246 2292534 195765 2373 1133 341 701 232189 177109 140668 1590528 552177 346773
200 UTTAR PRADESH Sonbhadra 1862559 971344 891215 985708 730399 463611 266788 141007 371261 29417 1738769 103567 3963 1649 1747 487 120822 82614 63846 1203938 418914 237866
201 UTTAR PRADESH Etah 1774480 947339 827141 1055202 545984 440244 105740 242396 131779 28396 1611126 146346 2464 708 2887 5671 178434 119665 88607 1149372 383707 237427
202 UTTAR PRADESH Kanshiram Nagar 1436719 764165 672554 724850 472765 375213 97552 229088 107094 22492 1211427 213822 1969 2280 3907 313 108558 61662 48079 946320 301252 183434
203 BIHAR Pashchim Champaran 3935042 2061110 1873932 1759481 1478947 999282 479665 217539 998833 38691 3047427 865090 8469 926 1337 296 159563 98732 70669 2544205 888205 497793
204 BIHAR Purba Champaran 5099371 2681209 2418162 2276957 1737539 1260774 476765 349032 1057417 46164 4086453 990349 4865 668 878 464 241118 121594 68781 3316422 1122340 648009
205 BIHAR Sheohar 656246 346673 309573 283698 216372 166693 49679 38727 136334 9119 552492 99342 522 216 73 52 25657 16031 10091 421241 139909 93398
206 BIHAR Sitamarhi 3423574 1803252 1620322 1436794 1114583 865929 248654 216012 635907 37932 2672311 740101 2897 261 253 188 136500 92783 70549 2206340 739982 449035
207 BIHAR Madhubani 4487379 2329313 2158066 2155338 1636938 1105947 530991 396880 940642 54934 3652168 818912 3262 564 328 442 303114 170563 137780 2860455 1009424 611899
208 BIHAR Supaul 2229076 1155283 1073793 1033283 877682 551718 325964 201882 554271 22555 1809936 409251 3758 271 136 546 99530 69665 45726 1453438 495020 277610
209 BIHAR Araria 2811569 1463333 1348236 1195768 1069893 708391 361502 222913 691947 24367 1593525 1207442 4116 371 187 1910 112955 68177 39627 1872943 612012 324091
210 BIHAR Kishanganj 1690400 866970 823430 745056 529064 421192 107872 107862 321867 11633 531236 1149095 5783 398 183 1476 42778 25989 15386 1139615 361114 188447
211 BIHAR Purnia 3264619 1699370 1565249 1332326 1143318 803275 340043 197424 745015 28840 1989420 1255641 7989 614 353 1450 119259 83226 59996 2155512 696556 372692
212 BIHAR Katihar 3071029 1600430 1470599 1280190 1013566 760522 253044 168857 672291 20577 1684589 1365645 8659 2754 212 507 133811 88498 57114 2054202 660403 353483
213 BIHAR Madhepura 2001762 1047559 954203 834577 777546 496046 281500 190809 484062 16347 1753829 241760 1342 170 60 133 99437 79891 44955 1311771 444235 242382
214 BIHAR Saharsa 1900661 997174 903487 804996 649898 456724 193174 164600 356833 18651 1629254 266620 1292 197 60 109 90182 64560 47051 1249692 415863 233870
215 BIHAR Darbhanga 3937385 2059949 1877436 1816634 1223640 947927 275713 236673 642115 44846 3042729 881476 3534 832 245 236 224622 152540 129597 2535344 865971 529314
216 BIHAR Muzaffarpur 4801062 2527497 2273565 2509232 1547586 1195308 352278 273436 769001 65253 4032773 745546 5149 933 288 382 299475 194920 138916 3016735 1079189 697108
217 BIHAR Gopalganj 2562012 1267666 1294346 1382998 728201 539586 188615 208959 338666 26049 2119262 436057 2463 271 167 133 223776 123249 79109 1642807 546202 370662
218 BIHAR Siwan 3330464 1675090 1655374 1930175 932416 730396 202020 264928 376344 31244 2712635 608282 2618 369 407 359 355277 186817 119164 2115448 713597 498299
219 BIHAR Saran 3951862 2022821 1929041 2157454 1040231 857660 182571 232097 493461 42103 3534772 406449 2330 371 229 322 361171 213251 148065 2516115 847031 585386
220 BIHAR Vaishali 3495021 1844535 1650486 1926740 1060344 858648 201696 255017 502637 36958 3152346 333980 2203 707 362 246 291392 178320 124448 2176701 759132 486032
221 BIHAR Samastipur 4261566 2230003 2031563 2142880 1343400 1037576 305824 299039 721629 47917 3800598 452370 2126 554 292 231 284082 186153 129933 2766930 913339 568812
222 BIHAR Begusarai 2970541 1567660 1402881 1548673 938182 715345 222837 146035 430870 58167 2554330 407348 2209 402 229 276 207136 144783 101836 1951688 644874 369996
223 BIHAR Khagaria 1666886 883786 783100 768028 560805 398216 162589 104517 325731 20816 1486989 175588 1253 143 79 86 100555 65931 38697 1114645 355531 195796
224 BIHAR Bhagalpur 3037766 1615663 1422103 1573066 983528 740056 243472 135161 475228 60461 2487866 537098 3556 415 180 1050 247079 154643 118843 1952879 674660 397654
225 BIHAR Banka 2034763 1067140 967623 965321 771080 517817 253263 172440 462614 26680 1772655 250925 6138 139 113 94 120653 63103 35767 1291235 462080 278863
226 BIHAR Munger 1367765 729041 638724 801817 426658 327453 99205 45953 196449 16690 1252319 110416 1815 338 95 145 147152 101907 64469 860147 316713 188319
227 BIHAR Lakhisarai 1000912 526345 474567 507270 326576 240494 86082 78532 159970 13546 956396 40886 487 140 52 78 85807 48001 27261 650642 218840 130655
228 BIHAR Sheikhpura 636342 329743 306599 328676 224655 151569 73086 54511 109696 9917 596102 37653 313 75 41 43 52860 33856 19676 413475 136898 85045
229 BIHAR Nalanda 2877653 1497060 1380593 1519933 1045420 703405 342015 221240 534021 52585 2669775 198033 1978 393 414 561 274556 177358 133032 1829128 642197 403129
230 BIHAR Patna 5838465 3078512 2759953 3459679 1881886 1436411 445475 271216 658203 85349 5356075 439952 12551 4803 1062 2151 698351 463361 452340 3626564 1382654 815638
231 BIHAR Bhojpur 2728407 1430380 1298027 1599151 822493 640283 182210 190896 364875 47985 2518216 197819 2165 544 647 1472 313509 163303 131137 1722387 613072 387389
232 BIHAR Buxar 1706352 887977 818375 989807 538322 402180 136142 132472 251790 26122 1591454 105423 2125 248 5090 97 178044 89306 64117 1074754 375372 253998
233 BIHAR Kaimur (Bhabua) 1626384 847006 779378 920276 511163 375959 135204 125070 268597 24880 1456229 155283 1407 296 7707 129 147315 86815 70169 1039302 353413 226808
234 BIHAR Rohtas 2959918 1543546 1416372 1799832 924879 707939 216940 218087 405544 48512 2645415 300487 2889 2569 1584 252 333053 194928 161555 1875174 673742 407193
235 BIHAR Aurangabad 2540073 1318684 1221389 1466002 837770 599157 238613 178525 426096 40652 2291133 237353 2218 295 334 775 253142 136783 91371 1626969 564571 340948
236 BIHAR Gaya 4391418 2266566 2124852 2297613 1664062 1076170 587892 370759 783505 87178 3876395 488121 3943 913 870 1723 342254 191824 131163 2810026 936630 537333
237 BIHAR Nawada 2219146 1144668 1074478 1091012 817041 539439 277602 216400 397505 40018 1964620 244394 1299 250 176 279 161127 95943 64585 1440781 485628 288805
238 BIHAR Jamui 1760405 916064 844341 858588 727571 452288 275283 156491 331466 105637 1525746 217621 8443 162 159 87 104211 56137 29633 1135919 392052 227016
239 BIHAR Jehanabad 1125313 585582 539731 618881 365378 266423 98955 86108 179519 15075 1045117 75742 691 148 248 60 112966 68748 45519 714244 254582 155106
240 BIHAR Arwal 700843 363497 337346 386351 236354 167991 68363 49127 144698 6758 634099 64259 390 59 323 74 81975 48822 27945 444448 156031 98550
241 SIKKIM North District 43709 24730 18979 30450 23359 15935 7424 7313 2262 332 14883 815 2660 816 23318 35 3223 1993 1406 27099 11674 4887
242 SIKKIM West District 136435 70238 66197 93432 70348 40772 29576 40797 8053 1403 75286 965 13002 40 36390 20 10005 6439 4831 84209 32520 19400
243 SIKKIM South District 146850 76670 70180 106741 74753 45300 29453 37802 4188 1004 84583 1889 21462 151 35053 45 12415 7260 5766 87982 37318 20982
244 SIKKIM East District 283583 151432 132151 214329 139678 92351 47327 31489 11483 2404 177910 6198 23398 861 72455 214 29215 19258 20904 165520 80354 37456
245 ARUNACHAL PRADESH Tawang 49977 29151 20826 26073 28561 19554 9007 7631 1581 114 11842 787 776 1164 34920 72 2140 1989 1379 30709 13849 5399
246 ARUNACHAL PRADESH West Kameng 83947 46155 37792 48492 42493 28313 14180 14476 1705 801 31265 1970 8466 328 36087 71 5633 3987 2693 53026 22362 8493
247 ARUNACHAL PRADESH East Kameng 78690 38775 39915 38449 31710 16424 15286 21835 1063 273 12333 652 37136 36 452 23 6213 4510 2330 53752 17922 6960
248 ARUNACHAL PRADESH Papum Pare 176573 89182 87391 121048 65772 41263 24509 14104 1859 1543 57027 6148 84397 310 4768 139 20007 17342 13840 120592 43812 11856
249 ARUNACHAL PRADESH Upper Subansiri 83448 41758 41690 45278 33370 17898 15472 21690 1846 481 13474 521 8779 28 297 11 10348 8017 4276 56054 20055 7230
250 ARUNACHAL PRADESH West Siang 112274 58168 54106 64746 49177 29156 20021 28852 1384 298 15881 2218 29969 577 3311 49 11441 8418 6030 70415 28305 13469
251 ARUNACHAL PRADESH East Siang 99214 50116 49098 62576 40222 23591 16631 20185 3565 493 27854 2289 18254 69 776 30 10937 9498 6540 61993 25334 11802
252 ARUNACHAL PRADESH Upper Siang 35320 18699 16621 18195 17644 9968 7676 9976 804 591 5261 411 5643 27 2577 7 2935 2211 1349 21090 8910 5252
253 ARUNACHAL PRADESH Changlang 148226 76948 71278 73174 62966 39329 23637 39732 4208 496 47683 2134 35969 94 50381 95 10032 5641 3633 96630 35018 16414
254 ARUNACHAL PRADESH Tirap 111975 57604 54371 47974 50169 27545 22624 35967 1811 836 20682 1103 83361 61 778 43 7834 4305 2134 71785 25669 14423
255 ARUNACHAL PRADESH Lower Subansiri 83030 41843 41187 54057 30202 17339 12863 13656 1968 435 9551 1482 34402 27 193 13 9861 7674 5230 55258 20305 7412
256 ARUNACHAL PRADESH Kurung Kumey 92076 45318 46758 36606 38044 18429 19615 27417 2947 833 4859 471 51189 43 121 81 6997 4353 2031 64379 20713 6836
257 ARUNACHAL PRADESH Dibang Valley 8004 4414 3590 4436 3555 2228 1327 1290 106 68 3141 111 223 7 126 2 809 656 356 5113 2088 786
258 ARUNACHAL PRADESH Lower Dibang Valley 54080 28053 26027 31849 22326 14102 8224 9687 3354 233 28915 2247 9213 33 2932 19 5508 3570 2795 35140 13254 5652
259 ARUNACHAL PRADESH Lohit 145726 76221 69505 83062 60945 38910 22035 29909 7789 786 99020 3846 10684 210 24452 104 13070 7612 5180 94890 35493 15195
260 ARUNACHAL PRADESH Anjaw 21167 11507 9660 9990 10501 6224 4277 6316 181 84 13088 655 271 273 644 12 1167 793 502 13913 4755 2456
261 NAGALAND Mon 250260 131753 118507 119626 147654 79425 68229 113473 10836 1608 8102 3444 236494 84 1256 314 7628 3565 1772 168773 53600 27437
262 NAGALAND Mokokchung 194622 101092 93530 159494 100067 57084 42983 48925 9166 3798 9840 2057 181847 78 442 66 27425 13077 10299 111243 52853 30363
263 NAGALAND Zunheboto 140757 71217 69540 102881 79466 41178 38288 44723 11955 2025 2580 772 136995 39 286 6 17282 8821 5560 91709 32267 16730
264 NAGALAND Wokha 166343 84505 81838 128208 78412 42096 36316 47473 6438 1965 5605 2043 158236 34 318 8 18746 10223 8030 106951 40510 18811
265 NAGALAND Dimapur 378811 197394 181417 278037 151350 99645 51705 24517 8990 5073 108900 31212 234239 566 1270 2148 44343 26712 27532 243392 98601 36618
266 NAGALAND Phek 163418 83743 79675 105893 80277 41556 38721 55091 3159 1275 3563 950 158224 31 350 17 12785 7268 5926 108514 37842 16969
267 NAGALAND Tuensang 196596 101933 94663 117511 98154 52931 45223 75212 3913 1104 2979 1052 191864 27 572 5 15013 6008 2760 134573 43210 18762
268 NAGALAND Longleng 50484 26502 23982 29859 30568 16273 14295 22501 1309 598 873 635 48849 5 77 0 3458 1695 595 33970 11210 5271
269 NAGALAND Kiphire 74004 37830 36174 41232 31959 16780 15179 21432 1259 749 1040 564 71803 13 210 1 5204 2052 997 52699 14955 6309
270 NAGALAND Kohima 267988 138966 129022 197489 114825 68140 46685 44684 2198 2072 25496 4384 234955 998 1519 80 30518 19855 23439 173701 68485 25557
271 NAGALAND Peren 95219 49714 45505 62204 61390 32249 29141 39671 3739 2571 4076 1850 86145 15 459 10 8082 3938 2169 64393 21597 9156
272 MANIPUR Senapati 479148 247323 231825 264477 233622 124143 109479 175127 30369 4978 43833 1649 426819 140 2409 53 62033 40438 24940 314439 111516 52008
273 MANIPUR Tamenglong 140651 72371 68280 85006 70675 37237 33438 48849 1924 1710 2995 589 134760 59 425 57 17867 11645 7102 90273 33290 16924
274 MANIPUR Churachandpur 274143 138820 135323 195935 122655 70594 52061 64834 8282 5067 12034 2886 254979 152 495 87 38567 23284 14523 168608 67802 37096
275 MANIPUR Bishnupur 237399 118782 118617 156333 109937 62807 47130 34358 15109 11567 175102 18691 4264 56 76 16 31775 20077 20074 135220 62907 38815
276 MANIPUR Thoubal 422168 210845 211323 269304 195319 109377 85942 77331 33106 21017 267146 107323 4322 106 114 24 55803 37899 28550 251975 107196 62060
277 MANIPUR Imphal West 517992 255054 262938 392626 213387 128540 84847 37107 12870 19918 387497 24298 23377 589 1891 1264 77472 60821 81876 278940 148146 89394
278 MANIPUR Imphal East 456113 226094 230019 324664 194848 117562 77286 36355 20250 21826 274906 80199 27361 181 639 62 60422 47390 50647 261530 123439 70005
279 MANIPUR Ukhrul 183998 94718 89280 129829 87929 46533 41396 56815 3852 2233 7553 1115 174112 108 635 70 31734 22729 15636 113715 43646 25165
280 MANIPUR Chandel 144182 74579 69603 90302 76238 42615 33623 43255 8315 3040 10810 3086 129049 136 400 59 18971 12213 8105 86255 39324 18329
281 MIZORAM Mamit 86364 44828 41536 60191 39339 24016 15323 28669 2553 262 2989 1782 69104 13 12328 25 10756 3180 1771 55914 20082 10318
282 MIZORAM Kolasib 83955 42918 41037 65895 36672 22733 13939 17992 5921 585 4000 4426 75210 16 108 2 9849 3473 2530 52147 20576 11167
283 MIZORAM Aizawl 400309 199270 201039 340595 174636 104643 69993 39266 11434 3360 13249 5264 379134 105 1570 76 78752 37701 31310 235892 108094 56092
284 MIZORAM Champhai 125745 63388 62357 100802 60342 34129 26213 38336 5823 980 1075 699 123446 9 151 45 16259 4956 4087 78778 29690 17189
285 MIZORAM Serchhip 64937 32851 32086 54476 32397 18261 14136 21804 1284 926 991 335 63444 6 60 9 9062 2915 2128 39568 15894 9404
286 MIZORAM Lunglei 161428 82891 78537 121122 78292 46230 32062 45439 10662 813 5231 1290 127124 74 27543 93 19918 8503 5509 100250 39690 21424
287 MIZORAM Lawngtlai 117894 60599 57295 62861 45566 28517 17049 29189 3153 613 1668 522 63892 52 51549 122 10538 3763 2515 80723 25303 11831
288 MIZORAM Saiha 56574 28594 27980 42233 19461 12211 7250 8908 957 313 933 514 54977 11 102 4 7269 3628 2204 37127 12784 6636
289 TRIPURA West Tripura 1725739 879428 846311 1361354 698178 500406 197772 115175 156108 25163 1512801 152791 53622 499 2128 362 156277 88122 85405 940424 499719 284637
290 TRIPURA South Tripura 876001 447544 428457 646810 366845 253229 113616 85530 111332 6375 736015 49258 39258 245 49420 106 70173 31690 26870 505558 236676 133424
291 TRIPURA Dhalai 378230 194544 183686 276217 155831 105657 50174 45956 42201 2870 307120 8256 22940 175 39120 85 21430 9157 6425 232286 95548 50269
292 TRIPURA North Tripura 693947 352860 341087 520402 248667 186034 62633 49286 43977 7088 507967 105737 44062 151 34717 307 47160 22720 18419 414878 178608 100274
293 MEGHALAYA West Garo Hills 643291 324159 319132 358702 255693 151914 103779 120740 39725 7643 122936 106788 389956 209 3392 144 70941 29404 10856 427629 143604 70599
294 MEGHALAYA East Garo Hills 317917 161223 156694 192147 126073 72262 53811 77390 19246 2475 17272 3359 289708 56 1004 38 31328 9473 2484 216742 70424 29926
295 MEGHALAYA South Garo Hills 142334 73170 69164 82062 53069 32826 20243 28145 5565 1249 7036 1050 132984 27 332 10 13858 3998 826 97082 30605 14495
296 MEGHALAYA West Khasi Hills 383461 193715 189746 230678 163345 89694 73651 84956 37184 2475 6498 1533 366881 58 1313 38 28417 12295 6450 278569 69988 33431
297 MEGHALAYA Ribhoi 258840 132531 126309 155859 106473 63871 42602 55833 19989 1676 30945 1838 218508 166 428 49 20134 7632 3911 183343 52945 22365
298 MEGHALAYA East Khasi Hills 825922 410749 415173 578030 326786 204303 122483 76767 40889 2966 144935 14185 543394 2495 3111 303 94579 58836 61639 545961 192428 86576
299 MEGHALAYA Jaintia Hills 395124 196285 198839 187527 154180 88839 65341 50844 35766 2004 12456 1646 271596 34 284 45 26748 13544 8039 291097 72934 30362
300 ASSAM Kokrajhar 887142 452905 434237 489305 341131 236322 104809 156753 56330 12423 529068 252271 101091 93 1718 396 78788 39571 17287 552671 224715 108956
301 ASSAM Dhubri 1949258 997848 951410 922341 669819 524898 144921 205305 171116 27822 388380 1553023 4107 254 101 1846 100387 65082 34401 1286592 439375 221745
302 ASSAM Goalpara 1008183 513292 494891 563577 362573 267118 95455 126549 75828 14346 347878 579929 77862 771 194 477 73683 39885 18294 650509 239831 117427
303 ASSAM Barpeta 1693622 867004 826618 897058 561824 445297 116527 205259 98946 30342 492966 1198036 1020 112 49 399 121924 87377 46947 1072312 405046 215355
304 ASSAM Morigaon 957423 486651 470772 539902 351148 257984 93164 157612 75984 14346 451882 503257 834 113 65 244 67969 40803 18462 612737 225224 118271
305 ASSAM Nagaon 2823768 1439112 1384656 1710716 979998 766728 213270 346123 196174 38122 1225246 1563203 26844 3036 1073 1162 199792 115864 66994 1778277 678034 366112
306 ASSAM Sonitpur 1924110 983904 940206 1108572 770606 537195 233411 249123 114865 25719 1422824 350536 138166 1363 5088 1003 141373 90385 49901 1159991 501239 261648
307 ASSAM Lakhimpur 1042137 529674 512463 683486 429995 282250 147745 239377 43922 10983 797130 193476 46217 412 1074 250 107326 82885 44212 639385 268872 133615
308 ASSAM Dhemaji 686133 351249 334884 423028 316800 186577 130223 231937 19181 7224 655052 13475 8711 297 911 167 80804 55399 28006 434221 169630 82051
309 ASSAM Tinsukia 1327929 680231 647698 798322 557196 366623 190573 149482 47756 13241 1181347 48373 76877 1999 16228 837 109805 61040 38152 799874 352158 175377
310 ASSAM Dibrugarh 1326335 676434 649901 884531 560557 368013 192544 135194 61209 14362 1198401 64526 52968 2261 4673 1055 139813 89500 59380 767147 371864 186774
311 ASSAM Sivasagar 1151050 589216 561834 813505 485717 325071 160646 138100 48468 14532 1007277 95553 33147 902 3953 286 158118 96939 53437 648056 330947 171710
312 ASSAM Jorhat 1092256 556805 535451 794929 498618 320746 177872 145885 53153 31543 1008219 54684 21051 1540 2378 719 128050 97025 62608 604908 315550 171062
313 ASSAM Golaghat 1066888 543161 523727 721764 479928 309104 170824 190590 66616 15068 917426 90312 50582 1131 3863 530 111145 66197 36887 629153 289085 148244
314 ASSAM Karbi Anglong 956313 490167 466146 557214 383441 246193 137248 223020 60952 9861 766000 20290 157789 370 6260 397 93137 40602 18225 618633 233739 103123
315 ASSAM Dima Hasao 214102 110802 103300 140873 85028 56323 28705 44480 4818 1492 143593 4358 63310 207 680 70 27839 10859 5565 135463 53699 24830
316 ASSAM Cachar 1736617 886284 850333 1174128 608062 469752 138310 120356 68664 24466 1038985 654816 37635 280 341 1673 156156 79766 45341 1048990 444899 241776
317 ASSAM Karimganj 1228686 625864 602822 795297 399171 319798 79373 94348 67033 17435 521962 692489 11990 114 446 524 76685 39637 21408 779850 284368 163990
318 ASSAM Hailakandi 659296 337890 321406 407366 214240 170792 43448 65673 31248 7313 251194 397653 8480 84 490 247 50056 28504 11608 419921 156243 82841
319 ASSAM Bongaigaon 738804 375818 362986 434078 255806 197542 58264 83442 47406 9485 359145 371033 5924 384 236 871 55924 35491 20221 458796 184849 94939
320 ASSAM Chirang 482162 244860 237302 259902 193894 128762 65132 80328 35224 7672 320647 109248 49747 87 406 125 37792 17702 6594 301518 122244 58282
321 ASSAM Kamrup 1517542 778461 739081 995319 628954 428492 200462 185803 99522 69106 877495 601784 33297 319 185 1330 154831 118849 55011 895775 408232 212740
322 ASSAM Kamrup Metropolitan 1253938 647585 606353 1001191 490932 375613 115319 25250 16995 12463 1064412 151071 18810 3679 1627 9250 148429 143478 167972 659453 401500 190908
323 ASSAM Nalbari 771639 396006 375633 531771 267623 210202 57421 58070 34984 19302 491582 277488 429 62 27 1004 81507 71734 39368 442061 211320 117809
324 ASSAM Baksa 950075 481330 468745 572837 406756 266611 140145 149288 94591 20310 782901 135750 27076 156 1189 239 96782 53446 15422 563089 256282 130083
325 ASSAM Darrang 928500 475273 453227 487039 324843 246864 77979 129456 81617 10542 327322 597392 1688 431 57 724 59039 47398 22267 583436 226525 118102
326 ASSAM Udalguri 831668 421617 410051 469926 345030 230690 114340 124824 72744 11801 612425 105319 110215 215 1681 124 63394 34334 14001 499214 221518 109962
327 WEST BENGAL Darjiling 1846823 937259 909564 1315585 683726 479586 204140 76178 66041 16579 1366681 105086 141848 2032 209240 1840 176129 113905 110193 1031221 523288 289979
328 WEST BENGAL Jalpaiguri 3872846 1983064 1889782 2498780 1512910 1091361 421549 214932 349672 30090 3156781 445817 186279 2994 50676 1461 292056 150360 129393 2259507 1035449 575667
329 WEST BENGAL Koch Bihar 2819086 1451542 1367544 1850504 1127977 845308 282669 364797 391875 40593 2087766 720033 4122 449 445 1869 209153 93119 81100 1623320 744646 448761
330 WEST BENGAL Uttar Dinajpur 3007134 1551066 1456068 1489667 1075626 799627 275999 257377 442328 37978 1482943 1501170 16702 477 432 1324 163106 73395 59457 1916033 704859 385155
331 WEST BENGAL Dakshin Dinajpur 1676276 857199 819077 1083685 702987 499560 203427 193276 279932 32290 1232850 412788 24794 276 148 323 135556 63286 52345 937283 465982 271423
332 WEST BENGAL Maldah 3988845 2051541 1937304 2086432 1537847 1086461 451386 255182 545759 196687 1914352 2045151 13209 747 359 639 238078 109719 92207 2511004 955283 520122
333 WEST BENGAL Murshidabad 7103807 3627564 3476243 4055834 2589907 1985667 604240 381076 842294 466007 2359061 4707573 18102 766 348 3037 443254 230242 170051 4390564 1717594 991413
334 WEST BENGAL Birbhum 3502404 1790920 1711484 2158447 1331603 1029770 301833 227254 611510 65062 2181515 1298054 10906 582 258 1152 245201 122865 115743 2008655 952059 539463
335 WEST BENGAL Barddhaman 7717563 3966889 3750674 5247208 2911251 2293083 618168 342166 973182 124558 6008472 1599764 21220 16675 1602 1674 698251 405935 439823 4149420 2265543 1292913
336 WEST BENGAL Nadia 5167600 2653768 2513832 3480555 1842607 1554090 288517 308742 556134 169138 3728482 1382682 33835 849 514 281 412193 236828 209562 2745828 1484986 934417
337 WEST BENGAL North Twenty Four Parganas 10009781 5119389 4890392 7608693 3571624 2945189 626435 288058 599039 155762 7352769 2584684 26933 9394 5818 4452 989053 670977 852923 5104876 2968996 1921143
338 WEST BENGAL Hugli 5519145 2814653 2704492 4078388 2152870 1713608 439262 259680 583380 111828 4574569 870204 7300 2662 1730 2160 515807 333658 380060 2766489 1688206 1060821
339 WEST BENGAL Bankura 3596674 1838095 1758579 2232992 1466220 1050822 415398 309723 647374 61386 3033581 290450 3865 386 260 2904 261478 143882 133465 1942335 1014764 637834
340 WEST BENGAL Puruliya 2930115 1496996 1433119 1624905 1249642 801254 448388 268800 492205 87560 2373120 227249 8646 622 209 3052 177459 91807 77621 1678057 764776 484166
341 WEST BENGAL Haora 4850029 2500819 2349210 3605206 1819845 1498170 321675 80575 181662 297774 3535844 1270641 8666 4380 1258 9699 446743 284481 304594 2587164 1423304 833104
342 WEST BENGAL Kolkata 4496694 2356766 2139928 3588137 1795740 1412466 383274 16039 12388 68438 3440290 926414 39758 13849 4771 21178 555529 425245 691804 2025389 1433314 1014769
343 WEST BENGAL South Twenty Four Parganas 8161961 4173778 3988183 5531657 2964494 2356571 607923 355350 806562 240976 5155545 2903075 66498 2783 2494 972 564417 316571 322157 4763943 2151474 1235558
344 WEST BENGAL Paschim Medinipur 5913457 3007885 2905572 4078412 2509159 1757358 751801 572268 1105201 142602 5056953 620554 23287 2854 2019 1550 477973 262072 211437 3243971 1664250 990179
345 WEST BENGAL Purba Medinipur 5095875 2629834 2466041 3923194 1910320 1516096 394224 345215 702304 118816 4343972 743436 2648 746 317 574 444668 236549 184225 2866678 1384242 842025
346 JHARKHAND Garhwa 1322784 683575 639209 653476 571431 335451 235980 113561 328673 14487 1104475 194680 17168 123 371 20 87844 46882 28144 860869 284036 177599
347 JHARKHAND Chatra 1042886 533935 508951 510061 397690 251213 146477 119297 188513 14210 903179 116710 6565 888 35 129 63670 35342 21697 692650 222892 126682
348 JHARKHAND Kodarma 716259 367222 349037 390249 257418 173993 83425 83126 64275 7934 605138 107018 1221 944 32 980 52622 26415 20907 462098 158603 95309
349 JHARKHAND Giridih 2445474 1258098 1187376 1253475 1036277 623946 412331 369913 362610 32544 1856202 508586 14645 937 650 1503 146464 77540 55122 1597269 533788 312967
350 JHARKHAND Deoghar 1492073 775022 717051 793538 551467 383691 167776 128656 209693 39361 1165140 302626 6027 143 188 282 96331 54419 43979 944961 338413 205514
351 JHARKHAND Godda 1313551 677927 635624 604519 552191 344019 208172 144603 307767 18719 937126 289182 37795 97 128 115 79430 47395 30870 820367 308639 183519
352 JHARKHAND Sahibganj 1150567 589391 561176 483263 490202 295690 194512 109975 206902 43179 628044 398243 83208 198 245 125 52248 28087 19832 745027 261849 137727
353 JHARKHAND Pakur 900422 452661 447761 352881 404584 234012 170572 105334 150028 19471 410127 322963 75865 356 283 222 29934 15700 9822 587976 206826 104418
354 JHARKHAND Dhanbad 2684487 1405956 1278531 1722204 844504 658851 185653 97118 103488 25889 2149480 431762 11243 9727 331 1268 305054 186697 107382 1634835 648876 356445
355 JHARKHAND Bokaro 2062330 1072807 989523 1273520 685368 507677 177691 137521 126406 21671 1636460 241451 13730 4174 1890 2045 232434 154076 116396 1261238 510375 282115
356 JHARKHAND Lohardaga 461790 232629 229161 259707 221332 121605 99727 99780 80840 4449 112378 95012 16770 51 33 15 38503 21987 13847 298844 100340 62244
357 JHARKHAND Purbi Singhbhum 2293919 1176902 1117017 1507699 837167 616249 220918 112059 209802 21438 1550178 203999 30172 38544 892 1670 278853 162210 157688 1292595 632314 368148
358 JHARKHAND Palamu 1939869 1006302 933567 1024563 713175 473042 240133 133585 380976 19911 1683169 238295 6164 734 188 284 160964 100290 63595 1244572 425668 268387
359 JHARKHAND Latehar 726978 369666 357312 350682 313379 180106 133273 103693 142729 9205 473049 69808 47653 120 128 16 46142 23885 13956 484084 152720 89870
360 JHARKHAND Hazaribagh 1734495 890881 843614 1013249 654636 423472 231164 242460 172385 16150 1397227 281247 17137 1312 71 1676 173378 99945 79898 1107452 396466 230033
361 JHARKHAND Ramgarh 949443 494230 455213 596497 312125 234202 77923 90770 46815 8336 774251 129037 7260 5093 69 537 101381 70249 47207 594747 230525 123794
362 JHARKHAND Dumka 1321442 668514 652928 672409 624779 367108 257671 193402 303084 23106 1044726 106865 86404 234 267 162 69525 38383 25593 799323 324226 196164
363 JHARKHAND Jamtara 791042 404830 386212 426312 326631 214740 111891 106008 135667 11547 550560 164406 4419 520 118 783 40613 22995 14802 480895 189889 116810
364 JHARKHAND Ranchi 2914253 1494937 1419316 1911433 1142867 743967 398900 317487 267360 38452 1612239 410759 193974 4826 932 2733 370847 247237 195181 1742293 725938 409166
365 JHARKHAND Khunti 531885 266335 265550 284575 259984 141123 118861 166290 49448 9245 138863 13122 136438 69 245 148 48591 20689 10130 327152 125649 78736
366 JHARKHAND Gumla 1025213 514390 510823 559720 487508 264774 222734 321272 97918 12771 309563 51429 202449 221 531 23 82114 45613 23742 643579 225871 155452
367 JHARKHAND Simdega 599578 300309 299269 343483 288645 159867 128778 158019 90232 8011 201524 15103 306601 51 753 114 47836 24842 13674 357859 143560 97817
368 JHARKHAND Pashchimi Singhbhum 1502338 749385 752953 727561 694863 392690 302173 244172 267475 24825 423937 38103 87587 946 389 52 79516 35824 10743 960987 353305 187635
369 JHARKHAND Saraikela-Kharsawan 1065056 544411 520645 612993 430051 283281 146770 116731 142966 10251 709016 63588 8113 1114 187 72 106348 49944 29840 634975 265892 161542
370 ORISSA Bargarh 1481255 749161 732094 983783 762092 473305 288787 216413 360650 48145 1459065 7527 11744 652 161 125 147217 58840 49238 787033 410005 282422
371 ORISSA Jharsuguda 579505 296690 282815 405879 247707 172018 75689 40867 56809 15836 553587 12783 10462 1441 80 70 70928 32909 22010 320156 159477 98555
372 ORISSA Sambalpur 1041099 526877 514222 703691 505840 313161 192679 86800 160798 59288 964188 20120 50637 2506 310 86 108455 50705 45828 565700 286575 186726
373 ORISSA Debagarh 312520 158230 154290 197819 165435 92384 73051 42660 82490 8087 296001 704 14518 53 102 7 27415 13420 9041 176062 81789 53989
374 ORISSA Sundargarh 2093437 1061147 1032290 1342322 873227 584687 288540 184273 253327 26970 1532352 71391 385011 5713 710 721 243386 120373 94710 1188918 573238 324436
375 ORISSA Kendujhar 1801733 906487 895246 1052518 766514 498077 268437 198044 310075 21314 1752694 27752 9141 2177 209 131 158035 70059 57762 1038890 472908 282751
376 ORISSA Mayurbhanj 2519738 1256213 1263525 1369397 1223534 697782 525752 238772 568755 113808 2113079 33706 15008 661 162 109 214921 92060 72847 1449729 650135 414076
377 ORISSA Baleshwar 2320529 1185787 1134742 1621232 932707 684020 248687 288818 358214 28736 2197709 94254 6434 237 111 201 267354 112392 105962 1303828 622575 390611
378 ORISSA Bhadrak 1506337 760260 746077 1094140 468599 409559 59040 155956 151377 14451 1398543 104202 745 169 81 111 177013 71815 67536 848660 393629 260486
379 ORISSA Kendrapara 1440361 717814 722547 1089265 466890 386382 80508 149264 143864 16544 1386792 50247 1423 169 62 52 203472 76449 75926 771284 374559 290894
380 ORISSA Jagatsinghapur 1136971 577865 559106 889027 403649 325589 78060 111320 110323 16357 1086140 46929 1604 206 74 58 185671 72703 70602 577896 317148 238753
381 ORISSA Cuttack 2624470 1352760 1271710 2011469 936365 761876 174489 138698 248298 51809 2457729 141263 11985 1026 6276 1180 328319 159456 181601 1372301 743090 499895
382 ORISSA Jajapur 1827192 926034 901158 1290455 552234 486091 66143 120881 186021 20938 1725595 93642 1623 470 58 100 223657 96963 87623 1010147 479392 332706
383 ORISSA Dhenkanal 1192811 612593 580218 829910 435533 340552 94981 71230 163636 17312 1185542 4805 727 124 366 39 132002 53162 43064 641697 326233 222398
384 ORISSA Anugul 1273821 655718 618103 869456 526520 360947 165573 107607 172414 35069 1258684 7512 3383 812 226 36 129226 58029 45588 708493 347521 213517
385 ORISSA Nayagarh 962789 502636 460153 688362 343633 284591 59042 83022 120129 17557 955754 5278 383 107 33 24 90089 36951 33148 502136 262086 196994
386 ORISSA Khordha 2251673 1167137 1084536 1749936 792193 645880 146313 92662 116274 39471 2147632 84060 12527 1264 475 476 295099 177974 247498 1199521 653346 391701
387 ORISSA Puri 1698730 865380 833350 1291939 621676 498461 123215 172761 163942 25115 1644905 46094 4239 193 243 94 179086 84374 87000 888134 477430 328666
388 ORISSA Ganjam 3529031 1779218 1749813 2210050 1501772 990027 511745 284943 565448 56274 3486059 13315 23975 590 174 170 297490 121151 97147 1980232 924756 613249
389 ORISSA Gajapati 577817 282882 294935 262537 293933 155907 138026 65062 153199 5370 353160 1556 219482 53 2180 66 36977 17084 12556 345387 144043 85072
390 ORISSA Kandhamal 733110 359945 373165 399786 355349 193515 161834 79221 162932 11946 580300 2138 148895 82 290 47 48856 21351 14962 436625 177471 117777
391 ORISSA Baudh 441162 221625 219537 271612 219457 125627 93830 63657 104685 11674 438152 1007 522 24 5 11 30799 12500 8124 253467 111571 75046
392 ORISSA Subarnapur 610183 311312 298871 398421 286661 181595 105066 74005 139413 18756 605225 1566 2374 58 46 17 65368 25556 16745 341561 153760 113450
393 ORISSA Balangir 1648997 830097 818900 927260 720601 469956 250645 166565 326416 28650 1618175 7811 16271 565 467 2225 116297 54694 42401 904026 430011 310876
394 ORISSA Nuapada 610382 301962 308420 299383 305438 168155 137283 94692 149834 8641 601092 4952 1778 724 76 905 51886 19577 10131 344075 152681 112325
395 ORISSA Kalahandi 1576869 787101 789768 802036 751930 447290 304640 144991 436733 18453 1555367 4975 11160 796 175 1225 94044 40383 27385 880160 415778 275533
396 ORISSA Rayagada 967911 471960 495951 407735 467122 258032 209090 99265 248175 9959 874445 4607 84916 219 249 123 46001 21439 17681 577569 245766 140825
397 ORISSA Nabarangapur 1220946 604812 616134 470379 610906 342641 268265 173086 328783 14409 1178005 6753 32152 169 189 325 44522 16463 11198 745206 297552 171761
398 ORISSA Koraput 1379647 678809 700838 568090 693406 384053 309353 207194 290626 14416 1294151 8850 68550 518 219 491 60589 32257 29000 818578 348803 207206
399 ORISSA Malkangiri 613192 303624 309568 244706 310666 170495 140171 151260 106353 7725 600219 1871 10039 213 43 195 19031 8487 5585 381913 146355 83284
400 CHHATTISGARH Koriya 658917 334737 324180 397823 307071 185483 121588 118498 94648 4830 604259 25878 9398 1391 84 1155 47127 38677 26802 399581 165022 94073
401 CHHATTISGARH Surguja 2359886 1193129 1166757 1187941 1155807 649888 505919 465287 523356 12643 2126195 81442 97432 2303 1287 623 135374 105992 64607 1441436 561915 355077
402 CHHATTISGARH Jashpur 851669 424747 426922 495415 487360 263645 223715 226866 197558 7553 629509 15336 189588 474 467 694 64188 50562 26161 488965 214455 148100
403 CHHATTISGARH Raigarh 1493984 750278 743706 951639 690167 429211 260956 208313 323788 9959 1422986 17332 47653 2117 781 409 130700 93340 66358 841958 398257 253488
404 CHHATTISGARH Korba 1206640 612915 593725 748759 521186 333329 187857 113071 221806 7899 1133176 30195 21059 3666 897 753 89167 83166 61215 729708 309479 166959
405 CHHATTISGARH Janjgir - Champa 1619707 815717 803990 1019634 846466 478278 368188 281266 402359 15828 1597089 14173 2926 635 556 707 152183 127543 58712 975114 383172 260898
406 CHHATTISGARH Bilaspur 2663629 1351574 1312055 1596560 1203197 715467 487730 276691 572292 21658 2540763 57973 20745 6373 2979 2357 189296 152838 134637 1625484 655032 380114
407 CHHATTISGARH Kabeerdham 822526 412058 410468 414167 404156 217073 187083 167662 185850 3046 776013 12206 980 924 433 1167 37650 28074 16671 515971 198517 107854
408 CHHATTISGARH Rajnandgaon 1537133 762855 774278 1008379 800092 436611 363481 342116 290108 10847 1399658 23648 5193 3761 28541 8187 105149 82141 51698 898915 404418 233068
409 CHHATTISGARH Durg 3343872 1682101 1661771 2303378 1496805 921729 575076 392341 560415 22565 3129745 83499 24304 24276 19587 17209 309508 286244 202424 1919832 898241 523656
410 CHHATTISGARH Raipur 4063872 2048186 2015686 2629749 1757664 1099964 657700 383279 708993 34078 3881485 103038 23181 16707 8397 17137 313247 267265 227382 2454299 1038155 560184
411 CHHATTISGARH Mahasamund 1032754 511967 520787 637963 499260 291858 207402 139199 278073 6135 1008061 12570 5284 2941 521 1495 78583 57949 33357 582544 272009 177826
412 CHHATTISGARH Dhamtari 799781 397897 401884 546833 402895 226382 176513 135435 182602 7310 777188 10425 2644 1196 667 3612 65196 58875 31319 461125 213021 125429
413 CHHATTISGARH Uttar Bastar Kanker 748941 373338 375603 456042 389359 217513 171846 194018 129142 7811 627460 6040 4007 552 2213 1071 47002 43956 21410 437598 197603 113450
414 CHHATTISGARH Bastar 1413199 698487 714712 650863 726531 404364 322167 284472 287828 10821 1277975 12413 27951 2099 985 3466 60936 57413 32895 864272 358157 189569
415 CHHATTISGARH Narayanpur 139820 70104 69716 56621 71089 38186 32903 44389 13820 939 129161 776 600 96 71 409 4158 4488 2216 91338 33956 14367
416 CHHATTISGARH Dakshin Bastar Dantewada 533638 264142 269496 191237 286595 153294 133301 165389 69385 2310 513915 6437 4888 457 352 1044 16665 16905 11197 334987 140188 58170
417 CHHATTISGARH Bijapur 255230 128663 126567 86919 134525 71591 62934 66504 49859 1399 245151 1617 2709 68 1649 15 7192 6755 3421 167348 63802 23927
418 MADHYA PRADESH Sheopur 687861 361784 326077 328025 277455 183788 93667 106745 115261 4166 638702 41396 230 6387 201 379 37072 24732 17091 449974 155063 82416
419 MADHYA PRADESH Morena 1965970 1068417 897553 1179685 675993 525329 150664 304674 148222 16354 1875495 76159 1092 557 3234 6681 170254 115790 71005 1254302 452484 257704
420 MADHYA PRADESH Bhind 1703005 926843 776162 1094917 520768 455775 64993 231185 158266 9838 1595400 66776 973 4047 12215 19950 140743 96011 50222 1040736 399676 258588
421 MADHYA PRADESH Gwalior 2032036 1090327 941709 1357210 685311 548820 136491 130586 120348 22592 1835299 141735 4119 24790 4361 18058 193082 166719 193947 1218319 519728 291451
422 MADHYA PRADESH Datia 786754 420157 366597 491445 321160 225662 95498 152903 93744 6839 747693 28483 683 490 7923 453 73398 48978 34853 473097 195131 118186
423 MADHYA PRADESH Shivpuri 1726050 919795 806255 900846 759281 481001 278280 383340 220440 13079 1648749 51200 1117 7151 3421 12171 84684 58509 44812 1106084 389652 227989
424 MADHYA PRADESH Tikamgarh 1445166 760355 684811 747940 655318 402776 252542 305859 223852 15622 1383475 44143 588 251 109 15569 78053 58245 35034 898323 343824 201875
425 MADHYA PRADESH Chhatarpur 1762375 936121 826254 943033 751797 481518 270279 302228 238364 26390 1676918 70351 1980 968 250 10409 112961 77787 59704 1112636 394060 252417
426 MADHYA PRADESH Panna 1016520 533480 483040 552559 431998 275375 156623 135445 198847 12201 974748 35214 418 186 37 4734 70359 47903 29795 635347 235035 144827
427 MADHYA PRADESH Sagar 2378458 1256257 1122201 1545719 1006035 682077 323958 203600 378560 140458 2198297 103480 5580 4146 991 62992 214137 137899 116753 1470688 569166 335432
428 MADHYA PRADESH Damoh 1264219 661873 602346 747715 574595 367711 206884 114611 250165 67383 1186420 47966 1681 1096 119 25005 95032 64414 41158 768929 312593 181403
429 MADHYA PRADESH Satna 2228935 1157495 1071440 1371781 911349 590487 320862 227967 371584 46056 2158623 59471 2228 1163 364 3135 197373 148091 105499 1365647 535086 326049
430 MADHYA PRADESH Rewa 2365106 1225100 1140006 1441757 991946 617184 374762 258321 463506 50878 2268838 85414 1964 832 986 655 206274 180635 122371 1460075 540235 362228
431 MADHYA PRADESH Umaria 644758 330674 314084 356672 289691 175698 113993 65369 145690 8767 620515 15966 667 190 70 220 43418 27216 18144 403030 158140 82984
432 MADHYA PRADESH Neemuch 826067 422653 403414 508834 418682 245708 172974 175602 136330 4020 741288 67324 1508 1110 224 14165 69134 53465 42343 476995 217403 131227
433 MADHYA PRADESH Mandsaur 1340411 682851 657560 834591 679723 397714 282009 281465 266350 8556 1192588 125548 1120 849 242 19029 109751 77219 52546 781000 346861 211815
434 MADHYA PRADESH Ratlam 1455069 738241 716828 825880 690980 411446 279534 218692 305946 11928 1267043 151071 3996 1353 175 29353 111461 86507 67192 876905 363858 213560
435 MADHYA PRADESH Ujjain 1986864 1016289 970575 1240990 897442 569425 328017 289013 302003 19678 1718204 233133 4659 3241 945 24622 159263 119586 111290 1156749 508302 320502
436 MADHYA PRADESH Shajapur 1512681 780520 732161 894612 717871 431857 286014 287924 303157 8809 1321003 174724 815 631 179 13755 111366 75967 48671 901161 369741 240768
437 MADHYA PRADESH Dewas 1563715 805359 758356 925369 742676 451501 291175 260222 310606 11816 1376591 174259 2355 2330 382 6497 125772 94403 55383 943954 388648 230280
438 MADHYA PRADESH Dhar 2185793 1112725 1073068 1077338 1027974 597079 430895 385522 437437 15830 2051219 116202 2261 1607 328 12199 134279 99882 66721 1377326 533243 273050
439 MADHYA PRADESH Indore 3276697 1699627 1577070 2309130 1268195 939055 329140 150907 185528 43584 2728225 415142 18523 25696 11496 71667 362209 300076 382658 1877270 894464 493096
440 MADHYA PRADESH Khargone (West Nimar) 1873046 953121 919925 986234 894119 518254 375865 307085 425712 11524 1725441 135085 2075 2896 284 6028 114246 89581 64150 1166866 450248 254570
441 MADHYA PRADESH Barwani 1385881 699340 686541 549926 653897 365928 287969 287704 267196 7451 1318869 58222 2967 2361 416 2289 59100 42649 30754 923665 302833 158594
442 MADHYA PRADESH Rajgarh 1545814 790212 755602 804245 745603 429768 315835 285095 330820 12123 1433879 106928 1243 460 121 1599 96386 72316 51499 935230 363218 246447
443 MADHYA PRADESH Vidisha 1458875 769568 689307 862918 550402 401583 148819 168615 228308 12408 1287391 149548 1313 914 295 18490 104007 65581 59814 919239 335690 203005
444 MADHYA PRADESH Bhopal 2371061 1236130 1134931 1660690 867457 644960 222497 73346 105195 24732 1755861 525434 23432 10789 21688 25950 211371 178165 266618 1405814 625594 330291
445 MADHYA PRADESH Sehore 1311332 683743 627589 780362 586087 364559 221528 201307 227026 9917 1163607 137980 1404 640 357 6232 120687 77541 50655 817608 305605 187611
446 MADHYA PRADESH Raisen 1331597 700358 631239 820220 517838 370366 147472 138725 228151 17316 1195235 120331 1725 2262 253 10637 117908 69419 48384 832939 316319 181524
447 MADHYA PRADESH Betul 1575362 799236 776126 939769 786980 453887 333093 253602 358157 11849 1505745 37590 3271 1078 9651 3759 140402 105696 82761 938819 392728 242592
448 MADHYA PRADESH Harda 570465 294838 275627 352550 230979 156852 74127 68019 101256 6459 527462 38640 683 676 93 1573 46556 31939 27126 347774 138882 83417
449 MADHYA PRADESH Hoshangabad 1241350 648725 592625 810644 478082 345435 132647 116440 181967 9982 1175203 52269 4453 3127 1550 3888 119682 89589 84769 730768 318232 191501
450 MADHYA PRADESH Katni 1292042 662013 630029 790773 543874 348410 195464 112812 223902 31261 1240650 37232 3158 1167 157 5342 112242 80935 53578 778414 326582 185857
451 MADHYA PRADESH Jabalpur 2463289 1277278 1186011 1756468 1005624 705970 299654 106882 283636 69946 2159065 203652 23142 13256 4320 33728 268333 222987 235072 1387369 679185 391903
452 MADHYA PRADESH Narsimhapur 1091854 568810 523044 718785 477818 323464 154354 113866 257865 10594 1038628 39048 914 997 262 8125 109996 82020 52763 620415 289560 180831
453 MADHYA PRADESH Dindori 704524 351913 352611 378714 389925 203383 186542 150084 190962 7958 605435 6736 4238 260 61 687 49277 31104 15179 419531 181841 102522
454 MADHYA PRADESH Mandla 1054905 525272 529633 604962 559649 300235 259414 148931 318909 9453 849518 16558 12450 436 297 1789 82166 58066 35476 614794 278553 160510
455 MADHYA PRADESH Chhindwara 2090922 1064468 1026454 1294198 957984 582263 375721 283111 422668 14585 1923920 100692 4893 2258 24471 7830 215098 167946 112383 1232263 535316 321977
456 MADHYA PRADESH Seoni 1379131 695879 683252 864194 684434 394660 289774 173665 376404 11957 1145052 79739 1857 360 7288 4982 116124 84398 55984 809922 363037 205237
457 MADHYA PRADESH Balaghat 1701698 842178 859520 1147623 893014 488610 404404 257785 459796 19245 1519384 38542 5295 1050 72162 4778 168635 126308 74213 969773 453605 276799
458 MADHYA PRADESH Guna 1241519 649362 592157 653980 514897 335454 179443 213949 175615 12079 1172248 49203 1208 3271 529 13474 79924 50724 42147 793150 285176 162104
459 MADHYA PRADESH Ashoknagar 845071 443837 401234 469109 315270 231829 83441 116913 122387 10559 778214 40707 635 8009 1352 15094 51499 29551 22791 535410 194772 114131
460 MADHYA PRADESH Shahdol 1066063 540021 526042 604194 493057 292402 200655 95795 258991 14329 997073 42426 2372 912 268 1737 80402 60915 46513 645619 269145 150655
461 MADHYA PRADESH Anuppur 749237 379114 370123 436595 346471 207401 139070 115448 130376 7051 686524 21473 2132 606 86 1653 58536 42743 31646 444954 193520 109813
462 MADHYA PRADESH Sidhi 1127033 575912 551121 600785 461760 284289 177471 102644 262030 15654 1077545 34419 511 128 92 93 80312 60845 33067 721531 253685 150959
463 MADHYA PRADESH Singrauli 1178273 613637 564636 585054 499439 304234 195205 147732 228472 8856 1118998 46574 2332 1422 338 182 61089 42434 30597 771725 267189 138276
464 MADHYA PRADESH Jhabua 1025048 515023 510025 352081 515121 265489 249632 329175 115649 5132 960925 15733 38423 141 65 8871 38236 28990 20240 684200 220769 119681
465 MADHYA PRADESH Alirajpur 728999 362542 366457 209754 366797 188698 178099 256393 73693 4066 705060 17660 4600 65 36 780 18213 15358 10040 488848 155328 84149
466 MADHYA PRADESH Khandwa (East Nimar) 1310061 674329 635732 731615 612976 369676 243300 179337 306623 9852 1182330 116277 2800 1726 1425 3856 77010 56847 42771 809091 313456 186928
467 MADHYA PRADESH Burhanpur 757847 388504 369343 408679 328339 211925 116414 67799 156295 8077 552526 180840 1199 1074 19883 1884 57058 42618 28237 469838 181605 106034
468 GUJARAT Kachchh 2092371 1096737 995634 1252319 776228 624704 151524 105876 183971 10802 1608921 442355 6192 6353 490 25312 157284 61366 60386 1278604 524052 286086
469 GUJARAT Banas Kantha 3120506 1610379 1510127 1704923 1248600 836268 412332 475585 350541 11812 2890305 213505 1686 486 281 12659 226765 105372 66950 1984701 738412 394793
470 GUJARAT Patan 1343734 694397 649337 837913 554830 383074 171756 136590 227080 6392 1194745 142797 916 337 66 3602 129584 57494 46355 786357 341381 213465
471 GUJARAT Mahesana 2035064 1056520 978544 1502645 812064 588699 223365 189760 242969 10282 1885732 136431 1954 1082 146 7087 266108 139208 130723 1119451 554432 357578
472 GUJARAT Sabar Kantha 2428589 1244231 1184358 1578734 1084878 681435 403443 366711 333867 10909 2260560 148563 6375 614 168 11110 333650 198963 110817 1393131 630963 400905
473 GUJARAT Gandhinagar 1391753 723864 667889 1030494 534976 408075 126901 104147 129356 8600 1319586 57273 3237 1985 497 6405 196456 95730 108400 769329 391862 224886
474 GUJARAT Ahmadabad 7214225 3788051 3426174 5435760 2594952 2127547 467405 142670 268954 54876 6042416 883238 50754 14542 4518 209287 1135058 549188 839295 3952858 2043895 1198152
475 GUJARAT Surendranagar 1756268 909917 846351 1093626 723500 504038 219462 185235 270861 9518 1620282 109681 1419 512 312 22992 172947 61164 58389 1033435 439352 280582
476 GUJARAT Rajkot 3804558 1974445 1830113 2725056 1479050 1159480 319570 349357 214285 23780 3397406 361388 5478 1918 1170 33591 540278 204306 266295 2080568 1052871 659576
477 GUJARAT Jamnagar 2160119 1114192 1045927 1396534 847440 646822 200618 264318 147193 11359 1810443 320805 4392 1873 1086 18856 199634 74029 87523 1220598 576319 358455
478 GUJARAT Porbandar 585449 300209 285240 393678 231169 174118 57051 65702 48964 2371 549749 33565 500 248 91 515 63458 25119 22458 314886 163777 105638
479 GUJARAT Junagadh 2743082 1404356 1338726 1842818 1123709 801859 321850 367311 333996 9645 2397056 334858 2586 1110 1291 3841 311849 137505 139957 1527888 749156 461650
480 GUJARAT Amreli 1514190 771049 743141 995459 657139 453642 203497 232126 209935 6083 1410463 99105 919 415 243 2053 149478 66785 50999 836343 389892 282409
481 GUJARAT Bhavnagar 2880365 1490201 1390164 1887255 1150632 838781 311851 231796 334025 17996 2632574 212863 3457 1410 445 26974 281250 96241 93391 1708938 720241 445121
482 GUJARAT Anand 2092745 1087224 1005521 1551253 844794 627561 217233 152412 346329 16460 1798794 250919 29789 1524 267 8591 283571 127459 110351 1134962 585093 366419
483 GUJARAT Kheda 2299885 1185727 1114158 1660243 933983 674586 259397 239241 359842 12455 2000884 264482 26629 1403 300 3479 310341 148530 84223 1260660 628221 388646
484 GUJARAT Panch Mahals 2390776 1226961 1163815 1440805 1097507 673565 423942 456768 376038 10771 2220974 158513 2863 662 337 5236 283648 139773 71810 1421859 599925 363391
485 GUJARAT Dohad 2127086 1068651 1058435 1007171 999124 540881 458243 388612 438597 8815 2045243 66353 9907 493 260 3331 156556 95794 41458 1402616 467115 252153
486 GUJARAT Vadodara 4165626 2153736 2011890 2893080 1693473 1233312 460161 312126 570361 17680 3713941 384579 23813 9340 2069 27650 504732 268451 314960 2213474 1190041 733710
487 GUJARAT Narmada 590297 301086 289211 370336 294795 174282 120513 62823 188030 2594 559848 22600 4413 147 80 373 52687 28396 14748 336830 157910 93466
488 GUJARAT Bharuch 1551019 805707 745312 1118276 627124 468919 158205 78120 253577 8902 1188204 343511 9494 1733 442 4813 188539 83895 74380 844298 442523 254728
489 GUJARAT The Dangs 228291 113821 114470 140968 118257 61329 56928 64561 40486 1172 203545 3593 20029 69 32 39 14872 7560 3490 146095 51821 30027
490 GUJARAT Navsari 1329672 678165 651507 1001909 591834 407881 183953 112809 206608 7173 1225087 78669 5733 2459 601 13386 190861 112460 85041 673014 390349 258957
491 GUJARAT Valsad 1705678 887222 818456 1170657 743245 516188 227057 147569 183025 11833 1571147 94034 19661 1589 913 13809 212318 123281 90912 944532 485874 259906
492 GUJARAT Surat 6081322 3402224 2679098 4571410 2553542 2142819 410723 109549 325739 42040 5260193 660772 21052 5703 12902 112835 896927 433651 379505 3563443 1740746 723415
493 GUJARAT Tapi 807022 402188 404834 490036 450902 251049 199853 105726 254786 9679 725890 22309 52930 239 1476 1828 86580 49482 31743 422047 235019 144575
494 DAMAN AND DIU Diu 52074 25642 26432 38058 15750 12932 2818 471 291 275 48613 3190 202 3 1 43 9051 4367 1906 30475 13932 7599
495 DAMAN AND DIU Daman 191173 124659 66514 150348 105521 94502 11019 1845 481 409 171537 16087 2618 169 216 244 26991 14170 9128 122589 52868 15428
496 DADRA AND NAGAR HAVELI Dadra AND Nagar Haveli 343709 193760 149949 223230 157161 119293 37868 28164 17799 2195 322857 12922 5113 217 634 1186 37809 22700 19655 225103 87888 30346
497 MAHARASHTRA Nandurbar 1648295 833170 815125 906509 792065 442898 349167 211672 438176 14599 1521618 96182 8467 685 4969 6191 160961 113019 58461 1011352 390419 241534
498 MAHARASHTRA Dhule 2050862 1054031 996831 1293916 936370 570448 365922 239139 429536 20646 1825460 187901 3653 1422 13405 12818 290656 182739 114931 1167569 513908 350747
499 MAHARASHTRA Jalgaon 4229917 2197365 2032552 2891882 1863571 1186472 677099 384359 937174 38930 3457615 560261 7091 3091 143865 27404 627198 375643 229987 2352671 1080237 763529
500 MAHARASHTRA Buldana 2586258 1337560 1248698 1879874 1219641 734024 485617 385447 603227 13770 1845424 354236 3531 1668 364229 12242 406379 228266 113783 1467457 641840 473071
501 MAHARASHTRA Akola 1813906 932334 881572 1411281 768154 520362 247792 129680 388521 9660 1107809 357253 4483 1504 328033 10205 291391 205723 112574 998769 483200 327932
502 MAHARASHTRA Washim 1197160 620302 576858 869917 569792 340353 229439 165598 310195 7122 859949 142672 1707 518 179330 8476 162762 116032 47865 682919 302425 210185
503 MAHARASHTRA Amravati 2888445 1480768 1407677 2251875 1236322 837577 398745 198793 667943 20998 2055177 421410 7223 2242 383891 11360 525116 346876 203273 1540590 783549 553265
504 MAHARASHTRA Wardha 1300774 668385 632389 1019458 608235 392316 215919 132989 282170 13785 1057096 53854 2696 2147 175417 5663 225208 158055 93772 659540 370227 270107
505 MAHARASHTRA Nagpur 4653570 2384975 2268595 3673808 1868560 1334211 534349 206606 423587 52419 3492202 390974 34667 20469 668050 24528 790443 542228 493236 2460820 1361821 818467
506 MAHARASHTRA Bhandara 1200334 605520 594814 899860 597305 345054 252251 123099 312183 17169 1009352 26502 2145 831 154458 1017 204435 153749 67061 626978 333120 232754
507 MAHARASHTRA Gondiya 1322507 661554 660953 1004243 665419 383151 282268 186509 281414 32525 1153861 26157 1827 2160 125282 1568 225595 159570 57923 704214 371908 244111
508 MAHARASHTRA Gadchiroli 1072942 541328 531614 708365 584237 323338 260899 225358 247813 11321 927411 21063 3872 681 82695 454 140345 95911 35809 605217 289448 175518
509 MAHARASHTRA Chandrapur 2204307 1123834 1080473 1578615 1058172 648565 409607 220978 473983 21346 1780085 92297 10701 5251 286734 3861 351610 241179 126488 1163802 629890 403719
510 MAHARASHTRA Yavatmal 2772348 1419965 1352383 2022574 1355999 815475 540524 333504 739718 17899 2251401 239236 4567 1596 249874 11422 389924 245819 123074 1549263 733258 483813
511 MAHARASHTRA Nanded 3361292 1730075 1631217 2189425 1493953 925232 568721 447823 632395 29158 2501741 471951 3902 13540 354189 5049 416761 255650 156225 2008314 809135 535827
512 MAHARASHTRA Hingoli 1177345 606294 571051 790743 569182 330903 238279 241613 226483 8268 863199 127552 992 643 176679 5278 136075 74544 38698 692117 281905 201828
513 MAHARASHTRA Parbhani 1836086 942870 893216 1157814 822797 501422 321375 295030 317806 13210 1328385 306364 2081 1371 187899 6238 229103 116041 81333 1078349 436486 313455
514 MAHARASHTRA Jalna 1959046 1011473 947573 1195523 930886 545030 385856 418952 300937 16705 1504641 274221 12542 1629 152540 9619 225331 120715 64060 1150104 454836 341479
515 MAHARASHTRA Aurangabad 3701282 1924469 1776813 2503837 1575079 1015864 559215 554518 396630 28033 2545438 786677 15991 5142 309093 30981 537936 310762 253253 2211996 909771 571932
516 MAHARASHTRA Nashik 6107187 3157186 2950001 4345366 2763328 1746286 1017042 967385 730228 56132 5237009 693052 23946 8912 94783 38212 830070 485052 373100 3580633 1567252 948469
517 MAHARASHTRA Thane 11060148 5865078 5195070 8227161 4492767 3363123 1129644 349931 418004 124461 8716055 1355630 280700 39149 449617 172052 1751284 1080597 961719 6184519 3241888 1579921
518 MAHARASHTRA Mumbai Suburban 9356962 5031323 4325639 7575485 3735021 2944322 790699 16086 20722 118816 6337132 1795788 322476 47288 469568 343639 1914168 1091433 1183117 4936360 2812001 1575566
519 MAHARASHTRA Mumbai 3085411 1684608 1400803 2509022 1284396 1021009 263387 6051 5745 45538 1873762 773173 84555 13471 134257 166000 665263 378764 343374 1553005 933586 583243
520 MAHARASHTRA Raigarh 2634200 1344345 1289855 1939994 1072969 753843 319126 206975 191182 32919 2239370 227465 17452 7477 121791 12260 441072 221410 204507 1414154 748339 462741
521 MAHARASHTRA Pune 9429408 4924105 4505303 7171723 4048993 2809816 1239177 886530 414461 105711 8090254 673704 134192 27090 340404 127786 1414563 867256 1086650 5184734 2624165 1586132
522 MAHARASHTRA Ahmadnagar 4543159 2342825 2200334 3151890 2204590 1300309 904281 1013050 559009 57156 4107143 320743 22766 5431 33898 38718 745895 411908 315842 2496560 1166245 865139
523 MAHARASHTRA Bid 2585049 1349106 1235943 1718507 1255548 727819 527729 606280 373566 21093 2174672 320395 2097 824 68482 8719 316758 206530 129996 1473882 614615 494436
524 MAHARASHTRA Latur 2454196 1273140 1181056 1650672 1046857 670018 376839 331780 416578 17663 2006984 367664 2387 935 66535 6387 380344 224998 153256 1406364 584243 453229
525 MAHARASHTRA Osmanabad 1657576 861535 796041 1137810 773916 473795 300121 297361 299525 19831 1437623 178925 942 340 28216 4530 260772 139479 96847 917343 393539 343021
526 MAHARASHTRA Solapur 4317756 2227852 2089904 2910676 1898395 1206933 691462 637250 558334 71106 3795424 441254 9882 1279 35497 28134 643327 328020 236302 2402794 1089900 809935
527 MAHARASHTRA Satara 3003741 1510842 1492899 2225694 1354947 844805 510142 585876 297241 39772 2691952 146970 4408 1182 141315 12810 556706 299993 243457 1517324 800492 671702
528 MAHARASHTRA Ratnagiri 1615069 761121 853948 1199392 714076 407008 307068 296913 153117 17230 1307211 187197 1990 230 113467 3347 247257 111600 65700 777431 438905 396967
529 MAHARASHTRA Sindhudurg 849651 417332 432319 666067 347178 229676 117502 124812 81816 9679 780384 26264 15471 219 24762 1046 175070 89023 48418 382024 242296 222963
530 MAHARASHTRA Kolhapur 3876001 1980658 1895343 2825845 1704054 1125204 578850 660872 266028 59932 3379906 286558 15573 1570 29766 154882 698604 395234 335413 1972486 1084858 801590
531 MAHARASHTRA Sangli 2822143 1435728 1386415 2049467 1215104 800214 414890 480554 290693 40824 2440312 239607 9098 1260 38210 87453 453404 244804 214003 1450907 752303 603739
532 ANDHRA PRADESH Adilabad 2741239 1369597 1371642 1483347 1323667 748939 574728 363737 484912 84661 2399901 275970 15422 1377 25510 617 225957 143143 100226 1536378 704551 422522
533 ANDHRA PRADESH Nizamabad 2551335 1250641 1300694 1389810 1261076 684320 576756 278102 448281 171311 2123426 391596 19653 2357 1847 542 396396 223365 141850 1399773 676401 437573
534 ANDHRA PRADESH Karimnagar 3776269 1880800 1895469 2206829 1876768 1049463 827305 360390 756859 168340 3491139 244723 24979 2086 332 312 463403 293493 256633 1940234 1031735 728494
535 ANDHRA PRADESH Medak 3033288 1523030 1510258 1637137 1442203 837874 604329 353221 571129 67642 2637313 342449 34301 1309 554 457 373729 201928 127493 1735769 779738 509368
536 ANDHRA PRADESH Hyderabad 3943323 2018575 1924748 2892155 1413297 1045585 367712 28308 23029 46157 2046051 1713405 87522 11446 1268 19560 811501 517425 558090 2249130 1068243 542669
537 ANDHRA PRADESH Rangareddy 5296741 2701008 2595733 3538028 2196078 1488916 707162 270925 349032 73387 4458858 617518 144037 8062 2041 3536 821821 598940 740896 2966988 1455864 738037
538 ANDHRA PRADESH Mahbubnagar 4053028 2050386 2002642 1940646 2082501 1140067 942434 569142 931084 57846 3673456 334172 21345 658 290 388 308575 169083 98227 2360874 1027525 637430
539 ANDHRA PRADESH Nalgonda 3488809 1759772 1729037 2001019 1741693 976428 765265 325224 863131 45124 3249231 188646 35025 937 241 250 367424 238695 196134 1932349 897137 651748
540 ANDHRA PRADESH Warangal 3512576 1759281 1753295 2065023 1705655 960926 744729 401646 758092 43550 3273755 197333 31377 1453 253 569 430242 279234 248942 1891954 941452 664872
541 ANDHRA PRADESH Khammam 2797370 1390988 1406382 1630234 1410062 802906 607156 224972 804537 19799 2595321 158887 33463 655 217 459 238811 154774 160804 1530602 774583 477955
542 ANDHRA PRADESH Srikakulam 2703114 1341738 1361376 1495381 1290288 766483 523805 165317 700833 34479 2666950 9025 18879 193 77 160 251521 146721 121213 1423119 747385 528736
543 ANDHRA PRADESH Vizianagaram 2344474 1161477 1182997 1238388 1157962 679289 478673 212285 557254 27469 2299129 16423 17853 380 114 815 186576 115144 103591 1206366 666394 451469
544 ANDHRA PRADESH Visakhapatnam 4290589 2138910 2151679 2568249 1889879 1239064 650815 322164 578949 54545 4105320 86330 77607 2301 850 2316 541942 329770 289734 2274553 1245627 716066
545 ANDHRA PRADESH East Godavari 5154296 2569688 2584608 3288577 2093681 1545831 547850 160407 1122046 57853 4983330 77777 77825 738 413 4149 521562 271809 263023 2724328 1478954 948122
546 ANDHRA PRADESH West Godavari 3936966 1964918 1972048 2652389 1773112 1199338 573774 155275 1061787 33861 3733191 86142 109120 288 209 1578 415178 215863 207586 2051513 1127764 755533
547 ANDHRA PRADESH Krishna 4517398 2267375 2250023 3009718 2048880 1327299 721581 150166 1006976 48444 4023678 307043 145598 1393 863 6320 531821 312753 328454 2340943 1284630 833959
548 ANDHRA PRADESH Guntur 4887813 2440521 2447292 2960441 2381624 1442370 939254 302341 1227956 47436 4217597 559770 89763 764 323 3282 453446 246580 221924 2583462 1371811 928462
549 ANDHRA PRADESH Prakasam 3397448 1714764 1682684 1904435 1700567 991842 708725 280029 889218 42603 3150195 220654 18775 266 97 204 249034 142026 133627 1832695 917391 641707
550 ANDHRA PRADESH Sri Potti Sriramulu Nellore 2963557 1492974 1470583 1832189 1314561 859880 454681 165513 625262 35403 2639737 288378 26202 678 239 2610 267243 161031 148394 1574713 840448 544022
551 ANDHRA PRADESH Y.S.R. 2882469 1451777 1430692 1716766 1320404 823886 496518 243607 542455 55824 2391231 454108 23281 367 105 751 258798 140145 116330 1553667 793583 530412
552 ANDHRA PRADESH Kurnool 4053463 2039227 2014236 2127161 2029425 1164122 865303 310954 1037302 60791 3328380 670737 33165 737 255 2235 271828 152453 115504 2368684 1053618 609027
553 ANDHRA PRADESH Anantapur 4081148 2064495 2016653 2310960 2036166 1208544 827622 413253 879537 105343 3599372 443456 20463 932 341 1417 331793 162175 144915 2189396 1104565 739612
554 ANDHRA PRADESH Chittoor 4174064 2090204 2083860 2667878 1933357 1202223 731134 434544 748093 57269 3737588 397870 24129 867 253 1322 548336 265199 246409 2148179 1159053 807430
555 KARNATAKA Belgaum 4779661 2423063 2356598 3052032 2105668 1372422 733246 711980 649517 60342 4038331 528412 18418 2037 1086 178310 532584 279583 201884 2669348 1251116 857143
556 KARNATAKA Bagalkot 1889752 950111 939641 1113412 818081 511575 306506 196199 303243 44797 1634229 219991 3433 443 412 25198 171505 115095 82319 1123443 465706 299774
557 KARNATAKA Bijapur 2177331 1111022 1066309 1248268 927722 580111 347611 262217 351600 25379 1786830 369588 2433 558 374 8665 182756 129109 96990 1295274 527085 353549
558 KARNATAKA Bidar 1703300 870665 832635 1042673 702608 459050 243558 141302 280091 18095 1289709 335184 35438 1145 30453 680 181076 105347 54900 1018195 397120 287271
559 KARNATAKA Raichur 1928812 964511 964301 979769 903413 530373 373040 245299 383526 19095 1634062 272022 10394 538 2265 4156 153346 82082 50463 1196670 465173 265810
560 KARNATAKA Koppal 1389920 699926 689994 809085 654766 387974 266792 163413 273016 18794 1218024 161770 4081 296 85 2898 113028 72243 43967 855430 330393 202984
561 KARNATAKA Gadag 1064570 537147 527423 700177 495722 310412 185310 127441 200310 15485 907750 143665 3432 231 79 5993 105150 63816 42053 601578 279069 183409
562 KARNATAKA Dharwad 1847023 937206 909817 1301664 784833 543776 241057 164279 207642 16463 1390020 386834 28747 1486 715 29037 227113 143453 137768 1017935 505688 322577
563 KARNATAKA Uttara Kannada 1437169 726256 710913 1081906 608526 430565 177961 111581 116336 9492 1187306 187974 44530 305 12804 3624 210270 108521 94767 742281 412649 281542
564 KARNATAKA Haveri 1597668 819128 778540 1085443 730066 490731 239335 203055 311263 20217 1281878 297927 2406 419 68 9834 158442 84357 55310 904453 426094 266586
565 KARNATAKA Bellary 2452595 1236954 1215641 1421621 1116880 703258 413622 258080 406092 22832 2103633 320834 14014 1029 284 8044 203139 121453 89475 1487013 617276 346905
566 KARNATAKA Chitradurga 1659456 840843 818613 1087392 856587 513311 343276 286245 294337 26235 1520553 128751 3175 322 84 3778 217567 132435 75262 891230 460057 306412
567 KARNATAKA Davanagere 1945497 986400 959097 1308540 875207 585639 289568 230846 295873 31438 1658465 265805 5420 307 164 6417 269748 154781 123863 1068518 538551 336173
568 KARNATAKA Shimoga 1752753 877415 875338 1263016 780598 534487 246111 204493 246464 15087 1479424 234664 26521 400 120 9234 251095 132138 111753 913150 513297 325542
569 KARNATAKA Udupi 1177361 562131 615230 926429 513241 335399 177842 63143 63390 10580 1009179 96740 65838 232 161 4534 178094 109663 107279 559565 340903 276234
570 KARNATAKA Chikmagalur 1137961 566622 571339 818345 565774 357889 207885 155392 126600 8873 1004553 101235 26000 182 109 4710 177585 96470 72420 564994 341380 230864
571 KARNATAKA Tumkur 2678980 1350594 1328386 1813391 1354646 837512 517134 505910 352286 54523 2413812 245923 9130 477 187 5067 423738 213588 143735 1351461 760936 564196
572 KARNATAKA Bangalore 9621551 5022661 4598890 7512276 4246927 3115361 1131566 95619 97914 108898 7725070 1248294 504863 13254 5531 83090 2018079 1196965 1733274 5275666 2909575 1424195
573 KARNATAKA Mandya 1805769 905085 900684 1149649 871408 575203 296205 388981 216159 17834 1712695 77801 8506 322 299 3607 308624 157839 102838 902307 527236 375100
574 KARNATAKA Hassan 1776421 883667 892754 1225256 903580 560452 343128 437034 165910 16126 1630814 120011 15611 289 623 5820 292369 147837 103152 877340 522039 375918
575 KARNATAKA Dakshina Kannada 2089649 1034714 1054935 1666323 997721 620903 376818 33810 29274 188207 1403854 501896 171398 525 445 10397 309141 178989 185916 1072417 608450 407902
576 KARNATAKA Kodagu 554519 274608 279911 412877 278938 172100 106838 21174 15153 1549 448986 87274 17130 139 126 250 86232 54939 43225 276918 163360 113919
577 KARNATAKA Mysore 3001127 1511600 1489527 1962180 1314268 921803 392465 349337 311002 28162 2631985 290549 39361 1255 16194 14419 452412 222230 212541 1580116 865220 553705
578 KARNATAKA Chamarajanagar 1020791 512231 508560 565279 481693 324326 157367 113105 214303 14007 942071 47210 22183 136 4872 761 109361 57053 34799 519046 294903 206003
579 KARNATAKA Gulbarga 2566326 1301755 1264571 1427368 1087028 680001 407027 220198 415267 25891 2011014 513125 8344 826 9589 4865 290570 153746 104256 1570719 604665 388935
580 KARNATAKA Yadgir 1174271 590329 583942 510003 547696 317135 230561 159333 234655 13192 997974 155340 8677 331 7970 1519 73599 40104 27728 738451 267222 168186
581 KARNATAKA Kolar 1536401 776396 760005 1016219 717872 454048 263824 183057 201233 24178 1305431 199873 26722 253 150 2494 225498 107929 71422 841499 419380 274240
582 KARNATAKA Chikkaballapura 1255104 636437 618667 783222 639778 384452 255326 212226 206939 20276 1100131 147810 4684 264 85 975 187040 80928 55056 666451 350299 236864
583 KARNATAKA Bangalore Rural 990923 509172 481751 688749 459891 315499 144392 127770 84108 19457 890429 92252 5368 389 272 1045 166677 82235 51015 535765 278153 176083
584 KARNATAKA Ramanagara 1082636 548008 534628 674758 531459 344349 187110 208130 102460 17723 959260 114311 6390 383 104 859 155358 77233 46318 559082 297330 224785
585 GOA North Goa 818008 416677 401331 663060 327658 239125 88533 15402 14120 8862 622213 57941 134169 618 553 546 153887 87513 86781 380926 260533 175035
586 GOA South Goa 640537 322463 318074 502427 249590 180411 69179 15952 12640 5846 341664 63623 231961 855 542 563 108989 64786 57460 314480 194872 130605
587 LAKSHADWEEP Lakshadweep 64473 33123 31350 52553 18753 15318 3435 0 0 264 1788 62268 317 8 10 11 13997 6642 3491 33877 19244 11237
588 KERALA Kasaragod 1307375 628613 678762 1037492 462998 325095 137903 23732 38774 24496 729987 486913 87454 151 362 130 238900 122657 76192 688763 369883 246975
589 KERALA Kannur 2523003 1181446 1341557 2138434 824116 609377 214739 36549 82988 12875 1509592 742483 262526 424 1118 193 540383 308670 217203 1187177 741984 588081
590 KERALA Wayanad 817420 401684 415736 645585 340077 228639 111438 52759 101630 4574 404460 234185 174453 61 312 1797 184266 87042 51111 412806 246590 157326
591 KERALA Kozhikode 3086293 1470942 1615351 2615443 948981 752333 196648 26543 64198 13312 1734958 1211131 131516 297 235 601 630818 351267 250117 1487644 909581 686109
592 KERALA Malappuram 4112920 1960328 2152592 3311315 1062424 898157 164267 57567 117405 18423 1135259 2888849 81556 205 179 68 933793 392867 203779 2406005 1041361 662311
593 KERALA Palakkad 2809934 1359478 1450456 2239492 1042340 746121 296219 67805 249949 25035 1875980 812936 114397 220 238 78 572412 232109 180540 1395222 802611 608966
594 KERALA Thrissur 3121200 1480763 1640437 2678548 1095727 789511 306216 41786 73941 27883 1823442 532839 757484 259 278 62 821831 362657 338600 1394214 931841 792182
595 KERALA Ernakulam 3282388 1619557 1662831 2855676 1249343 913249 336094 50423 71391 23976 1509557 514397 1248137 860 614 1176 702511 389793 429880 1396968 1024720 858010
596 KERALA Idukki 1108974 552808 556166 923010 516363 331710 184653 100917 145698 6888 541854 82206 481507 100 189 44 261237 136428 86136 494456 352163 261471
597 KERALA Kottayam 1974551 968289 1006262 1749798 735735 530322 205413 49991 63052 18523 983598 126499 858608 204 358 83 475724 280720 221350 811653 596302 565048
598 KERALA Alappuzha 2127789 1013142 1114647 1852797 804471 536738 267733 25237 71706 35865 1460447 224545 435056 268 146 74 573306 274789 198858 891512 648522 585591
599 KERALA Pathanamthitta 1197412 561716 635696 1062553 392794 281854 110940 41414 55455 11074 681666 55074 456404 153 150 44 371128 172884 123549 479207 346161 370887
600 KERALA Kollam 2635375 1246968 1388407 2240273 912025 644362 267663 56693 92193 21511 1697635 508500 421598 208 272 63 595191 307950 233402 1177359 795245 660965
601 KERALA Thiruvananthapuram 3301427 1581678 1719749 2785408 1231669 864101 367568 38837 94470 28587 2194057 452915 630573 404 301 76 682156 389161 381782 1488441 989238 820024
602 TAMIL NADU Thiruvallur 3728104 1876062 1852042 2791721 1538054 1103563 434491 73444 270586 58240 3325823 143093 233633 1422 951 3693 622789 303091 451321 1925296 1154775 643614
603 TAMIL NADU Chennai 4646732 2335844 2310888 3776276 1817297 1369302 447995 14454 13674 37345 3751322 439270 358662 2851 2804 51708 801050 464207 905515 2271657 1468902 899279
604 TAMIL NADU Kancheepuram 3998252 2012958 1985294 3013382 1673814 1181308 492506 89343 272514 54732 3537399 173785 256762 1620 990 4962 634172 312208 526886 2076492 1200284 715895
605 TAMIL NADU Vellore 3936331 1961688 1974643 2773928 1689330 1123874 565456 175108 391955 136415 3397857 414760 111390 676 438 3514 641585 311434 308514 2096113 1116437 720713
606 TAMIL NADU Tiruvannamalai 2464875 1235889 1228986 1626813 1238177 738995 499182 292641 525063 46720 2294369 91636 66987 232 157 7898 343955 174560 158041 1301347 683904 477668
607 TAMIL NADU Viluppuram 3458873 1740819 1718054 2195776 1703249 1017383 685866 369646 832213 38237 3174941 133896 138279 325 238 4032 508930 246856 229726 1881463 949892 624042
608 TAMIL NADU Salem 3482056 1781571 1700485 2285562 1694160 1083797 610363 257004 454210 141503 3326357 95487 53841 412 174 992 457866 242306 296399 1737345 1029479 713294
609 TAMIL NADU Namakkal 1726601 869280 857321 1176131 898245 531463 366782 158473 253726 38797 1673652 32483 16909 183 108 84 214836 126468 169206 817905 510413 397064
610 TAMIL NADU Erode 2251744 1129868 1121876 1492662 1195773 732083 463690 178170 370212 54322 2115455 76098 55899 435 148 639 269016 155344 215514 1006543 701326 542295
611 TAMIL NADU The Nilgiris 735394 360143 375251 569647 349974 212172 137802 15645 79100 3895 569477 78452 84610 338 382 910 133569 76132 69657 352516 231451 150804
612 TAMIL NADU Dindigul 2159775 1080938 1078837 1481834 1105155 665469 439686 165405 467959 30829 1879494 105012 169945 313 256 71 282628 153100 163050 1065734 647806 443528
613 TAMIL NADU Karur 1064493 528184 536309 727044 543298 329034 214264 85872 200837 11340 993666 53292 16483 115 29 7 146666 77874 85595 501585 320645 241843
614 TAMIL NADU Tiruchirappalli 2722290 1352284 1370006 2038981 1213979 789206 424773 170669 378782 30386 2279413 190964 246156 324 250 628 418930 223178 291506 1346661 797258 575960
615 TAMIL NADU Perambalur 565223 282157 283066 375823 299726 162639 137087 117304 118278 5343 521658 32702 10301 83 39 38 71650 41447 44025 291371 158218 115151
616 TAMIL NADU Ariyalur 754894 374703 380191 480604 359851 212547 147304 107312 166837 13564 708397 7942 37403 104 88 65 96860 53934 57524 380484 216103 157771
617 TAMIL NADU Cuddalore 2605914 1311697 1294217 1815281 1169880 749633 420247 165170 539412 32027 2391675 123749 83334 401 236 1280 386652 186394 227530 1364411 764669 473617
618 TAMIL NADU Nagapattinam 1616450 798127 818323 1213008 671994 461174 210820 67482 345057 11555 1435072 128617 47579 184 450 963 249630 122350 125639 828444 463326 323706
619 TAMIL NADU Thiruvarur 1264277 626693 637584 946471 540168 369853 170315 69883 295188 10440 1132785 96092 33192 258 151 279 203450 103908 99082 627880 377118 257116
620 TAMIL NADU Thanjavur 2405890 1182416 1223474 1790998 974079 680483 293596 129913 415361 31200 2075870 190814 133971 231 795 1256 373111 178126 222410 1193095 712017 499235
621 TAMIL NADU Pudukkottai 1618345 803188 815157 1110545 761693 471099 290594 209270 305149 13941 1428784 114194 72850 119 81 32 251855 121706 111731 835853 470428 311175
622 TAMIL NADU Sivaganga 1339101 668672 670429 959744 620171 391305 228866 141003 199563 14656 1186078 74310 75481 150 80 109 199263 103903 115894 666218 391356 280462
623 TAMIL NADU Madurai 3038252 1526475 1511777 2273430 1354632 902704 451928 92719 372828 47293 2760502 168881 97711 520 199 1532 453509 250285 363152 1528178 913715 593827
624 TAMIL NADU Theni 1245899 625683 620216 870080 591642 368900 222742 38367 315161 14939 1148990 56751 37574 152 79 28 156676 95231 101147 618923 373564 252267
625 TAMIL NADU Virudhunagar 1942288 967709 974579 1398788 950158 579111 371047 57153 208702 35298 1822626 47838 67405 245 87 98 230321 138306 167506 987538 575006 378174
626 TAMIL NADU Ramanathapuram 1353445 682658 670787 978946 602977 392751 210226 173767 153874 25228 1047411 208038 91139 154 86 29 189132 105978 97405 708322 389764 252888
627 TAMIL NADU Thoothukkudi 1750176 865021 885155 1349697 748095 503727 244368 48515 200644 22863 1373920 80740 291908 127 286 53 227154 133010 155613 887717 499377 361374
628 TAMIL NADU Tirunelveli 3077233 1520912 1556321 2273457 1436454 876175 560279 115715 379763 239664 2425630 303368 342254 268 373 144 390495 220088 247635 1554277 876129 644563
629 TAMIL NADU Kanniyakumari 1870374 926345 944029 1548738 679620 524629 154991 15610 72867 35789 909872 78590 876299 160 438 156 322511 226312 254107 887052 556548 425849
630 TAMIL NADU Dharmapuri 1506843 774303 732540 917709 751170 446057 305113 201328 267345 15341 1452956 38304 14089 164 39 37 177877 103367 112592 804186 434328 267536
631 TAMIL NADU Krishnagiri 1879809 960232 919577 1187958 877779 561634 316145 236038 263328 21918 1723737 115303 35956 468 121 373 276694 133744 137081 1034474 533183 311238
632 TAMIL NADU Coimbatore 3458045 1729297 1728748 2635907 1567950 1083125 484825 80217 230026 50085 3044145 211035 190314 1112 435 3284 526165 273098 440520 1579517 1117221 757738
633 TAMIL NADU Tiruppur 2479052 1246159 1232893 1760566 1266137 819783 446354 135817 246333 40988 2278835 123983 70015 455 198 371 298635 170870 179733 1177987 794639 504674
634 PONDICHERRY Yanam 55626 27301 28325 39274 16760 14047 2713 291 3324 146 53537 1191 873 3 1 4 8044 4101 3836 31973 15235 8402
635 PONDICHERRY PONDICHERRY 950289 468258 482031 726649 348105 256652 91453 9393 51908 6350 855294 32674 58328 245 366 1328 152482 81519 134067 473705 299746 176204
636 PONDICHERRY Mahe 41816 19143 22673 36470 11802 9093 2709 43 82 69 27940 12856 958 3 21 14 8773 5711 4475 19760 12543 9428
637 PONDICHERRY Karaikal 200222 97809 102413 154916 68301 53139 15162 2372 13077 1327 152638 28835 18391 46 63 54 29456 15930 18998 102333 60089 37434
638 ANDAMAN AND NICOBAR ISLANDS Nicobars 36842 20727 16115 25332 17125 12714 4411 322 242 2560 8681 1336 26077 343 119 0 6325 3668 1300 18786 12088 5922
639 ANDAMAN AND NICOBAR ISLANDS North AND Middle Andaman 105597 54861 50736 78683 38579 30612 7967 10727 1915 260 81163 2165 21870 77 84 4 12707 10042 5133 57350 30741 17464
640 ANDAMAN AND NICOBAR ISLANDS South Andaman 238142 127283 110859 190266 96831 77563 19268 5518 2624 907 174452 28912 33037 866 135 27 42150 29910 22388 128402 76332 33128
In [266]:
print(data.groupby('State_name').size())
State_name
ANDAMAN AND NICOBAR ISLANDS     3
ANDHRA PRADESH                 23
ARUNACHAL PRADESH              16
ASSAM                          27
BIHAR                          38
CHANDIGARH                      1
CHHATTISGARH                   18
DADRA AND NAGAR HAVELI          1
DAMAN AND DIU                   2
GOA                             2
GUJARAT                        26
HARYANA                        21
HIMACHAL PRADESH               12
JAMMU AND KASHMIR              22
JHARKHAND                      24
KARNATAKA                      30
KERALA                         14
LAKSHADWEEP                     1
MADHYA PRADESH                 50
MAHARASHTRA                    35
MANIPUR                         9
MEGHALAYA                       7
MIZORAM                         8
NAGALAND                       11
NCT OF DELHI                    9
ORISSA                         30
PONDICHERRY                     4
PUNJAB                         20
RAJASTHAN                      33
SIKKIM                          4
TAMIL NADU                     32
TRIPURA                         4
UTTAR PRADESH                  71
UTTARAKHAND                    13
WEST BENGAL                    19
dtype: int64
In [267]:
'''
Calculating state wise LIT_Education rates
'''
# Group the data state-wise
states_group = data.groupby(by = "State_name")

# List for storing tuples which contain state-name and its corresponding literacy rate
literacy_rate = []

# Iterate through each group (a group has rows with the same state-name throughout the group)
# Here, key contains 'State name' and group contains all the corresponding rows
for key , group in states_group:
    # Total population and total literate population across the state
    total_state_pop = 0
    total_literate_pop = 0
    # Iterate through all the rows of the group to get total state population and total literate state population
    for row in group.iterrows():
        total_state_pop += row[1][3] # 3 is the index of column 'Population'
        total_literate_pop += row[1][6] # 6 is the index of column 'Literate'
    
    # Calculate literacy rate for the state
    rate = (total_literate_pop/total_state_pop)*100
    # Store the result as a tuple in the list literacy_rate, contaning pairs of state names and literacy rates
    literacy_rate.append((key,rate))
    
print ("Statewise literacy rates : \n")
print (literacy_rate)
Statewise literacy rates : 

[('ANDAMAN AND NICOBAR ISLANDS', 77.32414387475991), ('ANDHRA PRADESH', 59.77334542575791), ('ARUNACHAL PRADESH', 55.35810170647822), ('ASSAM', 61.45689155040753), ('BIHAR', 50.43691584466746), ('CHANDIGARH', 76.31228385996495), ('CHHATTISGARH', 60.20670499402666), ('DADRA AND NAGAR HAVELI', 64.94738281511395), ('DAMAN AND DIU', 77.45460375667531), ('GOA', 79.9075105670377), ('GUJARAT', 67.99068069374013), ('HARYANA', 65.47546646422207), ('HIMACHAL PRADESH', 73.41628837330991), ('JAMMU AND KASHMIR', 56.351669069128555), ('JHARKHAND', 55.55958090869887), ('KARNATAKA', 66.5310162908284), ('KERALA', 84.2237101824127), ('LAKSHADWEEP', 81.51164053169543), ('MADHYA PRADESH', 59.00186114469107), ('MAHARASHTRA', 72.5737700262924), ('MANIPUR', 66.8282095977511), ('MEGHALAYA', 60.16419893025995), ('MIZORAM', 77.30316822912015), ('NAGALAND', 67.85103072930934), ('NCT OF DELHI', 75.87450420513153), ('ORISSA', 63.71195527692738), ('PONDICHERRY', 76.71034085418282), ('PUNJAB', 67.42929419668246), ('RAJASTHAN', 55.8368413272501), ('SIKKIM', 72.8740191654779), ('TAMIL NADU', 71.84981419193555), ('TRIPURA', 76.34312370148808), ('UTTAR PRADESH', 57.252497231890196), ('UTTARAKHAND', 68.22083873835896), ('WEST BENGAL', 67.41991702867722)]
In [294]:
#PLOTTING A GEOGRAPHIC MAP FOR STATEWISE Literacy_rate
'''Creating a Map'''
# Create figure 
fig, ax = plt.subplots()
# Create a map with the coordinates determined by the Bounding Box tool
m = Basemap(projection='merc',lat_0=54.5, lon_0=-4.36,llcrnrlon=68.1, llcrnrlat= 6.5, urcrnrlon=97.4, urcrnrlat=35.5)
# Draw map boundary and set the color
m.drawmapboundary(fill_color='#46bcec')
# Fill continents and lakes
m.fillcontinents(color='#f2f2f2',lake_color='#46bcec')
# Draw coast lines
m.drawcoastlines()
'''
STEP 3 : USING SHAPEFILES FOR DRAWING STATES 
'''
# Load the shape file of India
m.readshapefile(r"C:\Users\HP\Downloads\India_SHP\INDIA","INDIA")

'''
STEP 4 : CREATING A DATAFRAME MAPPING SHAPES TO STATE NAME AND LITERACY RATES
'''
# Create an empty list to hold graduate rates
lit_rate = []
# Iterate through all rows of INDIA_info file
# Each row is a dictionary. Here, we try to map state name with literacy rate
for state_info in m.INDIA_info:
    # Get the state in uppercase, as our csv file has state names in upper case
    state = state_info['ST_NAME'].upper()
    # initialize rate = 0
    rate = 0
    
    # In literacy_rate (containing tuples of state name and graduate_education rates), search for state 'state'
    # Append its corresponding graduate_education rate to gra_rate
    for x in literacy_rate:
        if x[0] == state:
            rate = x[1]
            break
    lit_rate.append(rate) 
    

    

# Create a dataframe containing shapes, state names and graduate_education rates    
df_poly = pd.DataFrame({
    'shapes': [Polygon(np.array(shape), True) for shape in m.INDIA],
    'area': [area['ST_NAME'] for area in m.INDIA_info],
    'lit_rate' : lit_rate
    })

'''
STEP 5 : USING DATA TO COLOR AREAS
'''
# Get all the shapes
shapes = [Polygon(np.array(shape), True) for shape in m.INDIA]
# Create a colormap
cmap = plt.get_cmap('Blues')   
# Create a patch collection. Create patches on the top of the map, not beneath it (zorder=2)
pc = PatchCollection(shapes, zorder=2)

norm = Normalize()
# Set color according to the literacy rate of the state
pc.set_facecolor(cmap(norm(df_poly['lit_rate'].fillna(0).values)))
ax.add_collection(pc)

# Create a mapper to map color intensities to values
mapper = matplotlib.cm.ScalarMappable(cmap=cmap)
mapper.set_array(lit_rate)
plt.colorbar(mapper, shrink=0.4)
# Set title for the plot
ax.set_title("Literacy_rate")
# Change plot size and font size
plt.rcParams['figure.figsize'] = (15,15)
plt.rcParams.update({'font.size': 20})
plt.show()
In [269]:
df_MAHARASHTRA= data.loc[data['State_name'] == 'MAHARASHTRA']


print("rows = %s"%(str(len(df_MAHARASHTRA))))
df_MAHARASHTRA.head()
rows = 35
Out[269]:
District_code State_name District_name Population Male Female Literate Workers Male_Workers Female_Workers ... Christians Sikhs Buddhists Jains Secondary_Education Higher_Education Graduate_Education Age_Group_0_29 Age_Group_30_49 Age_Group_50
496 497 MAHARASHTRA Nandurbar 1648295 833170 815125 906509 792065 442898 349167 ... 8467 685 4969 6191 160961 113019 58461 1011352 390419 241534
497 498 MAHARASHTRA Dhule 2050862 1054031 996831 1293916 936370 570448 365922 ... 3653 1422 13405 12818 290656 182739 114931 1167569 513908 350747
498 499 MAHARASHTRA Jalgaon 4229917 2197365 2032552 2891882 1863571 1186472 677099 ... 7091 3091 143865 27404 627198 375643 229987 2352671 1080237 763529
499 500 MAHARASHTRA Buldana 2586258 1337560 1248698 1879874 1219641 734024 485617 ... 3531 1668 364229 12242 406379 228266 113783 1467457 641840 473071
500 501 MAHARASHTRA Akola 1813906 932334 881572 1411281 768154 520362 247792 ... 4483 1504 328033 10205 291391 205723 112574 998769 483200 327932

5 rows × 25 columns

In [270]:
df_GUJARAT = data.loc[data['State_name'] == 'GUJARAT']
df_GUJARAT.head()
Out[270]:
District_code State_name District_name Population Male Female Literate Workers Male_Workers Female_Workers ... Christians Sikhs Buddhists Jains Secondary_Education Higher_Education Graduate_Education Age_Group_0_29 Age_Group_30_49 Age_Group_50
467 468 GUJARAT Kachchh 2092371 1096737 995634 1252319 776228 624704 151524 ... 6192 6353 490 25312 157284 61366 60386 1278604 524052 286086
468 469 GUJARAT Banas Kantha 3120506 1610379 1510127 1704923 1248600 836268 412332 ... 1686 486 281 12659 226765 105372 66950 1984701 738412 394793
469 470 GUJARAT Patan 1343734 694397 649337 837913 554830 383074 171756 ... 916 337 66 3602 129584 57494 46355 786357 341381 213465
470 471 GUJARAT Mahesana 2035064 1056520 978544 1502645 812064 588699 223365 ... 1954 1082 146 7087 266108 139208 130723 1119451 554432 357578
471 472 GUJARAT Sabar Kantha 2428589 1244231 1184358 1578734 1084878 681435 403443 ... 6375 614 168 11110 333650 198963 110817 1393131 630963 400905

5 rows × 25 columns

In [271]:
def similar_districts(df1, df2):
    # Set indices for both the data frames
    df1.set_index('District_code')
    df2.set_index('District_code')
    
    # The similarity matrix of size len(df1) X len(df2)
    main_diff = []
    
    # Iterate through rows of df1
    for row1 in df1.iterrows(): 
        # Create list to hold similarity score of row1 with other rows of df2
        diff=[]
        # Iterate through rows of df2
        for row2 in df2.iterrows():
            # Calculate sum of squared differences
            dist = 0
            for column in list(data)[3:]:
                max_col = max(data[column])
                min_col = min(data[column]) 
    
                dist += pow((row1[1][column] - row2[1][column])/(max_col - min_col),2)
            # Take sqrt and inverse the result
            diff.append(1/math.sqrt(dist))
        # Append similarity scores
        main_diff.append(diff)

    # Find the max value of similarity score from lists of lists
    max_val = 0
    max_index1 = 0
    max_index2 = 0
    for i in range(len(main_diff)):

        for j in range(len(main_diff[i])):
            if(main_diff[i][j] > max_val):
                max_val = main_diff[i][j]
                max_index1 = i
                max_index2 = j

    print ("%s from GUJARAT and %s from  MAHARASHTRA are most similar" %(df1['District_name'].iloc[max_index1],
                                                                    df2['District_name'].iloc[max_index2]))
    return main_diff
    
sim_matrix = similar_districts(df_GUJARAT, df_MAHARASHTRA)
Kheda from GUJARAT and Dhule from  MAHARASHTRA are most similar
In [293]:
norm=Normalize()
ax = plt.axes()
# Plot the matrix using a heatmap from seaborn
# Values of the matrix are normalized so as to fall between 0 and 1
sns.heatmap(norm(sim_matrix), xticklabels=df_MAHARASHTRA['District_name'],yticklabels=df_GUJARAT['District_name'],
            linewidths=0.05,cmap='Blues').set_title("SIMILARITY MATRIX FOR DISTRICTS OF GUJARAT AND MAHARASHTRA")
plt.rcParams['figure.figsize'] = (24,24)
In [273]:
# Create a group w.r.t. State name
states_group = data.groupby(by = "State_name")

# Lists for Female population and Female_Workers values for each state
Female = []
Female_Workers = []

# Iterate through the groups
for key , group in states_group:
    total_female = 0
    total_female_workers = 0
    
    # Iterate through each group and calculate total agri workers and total households with mobiles
    for row in group.iterrows():
    
        #total_mobi_pop += row[1][58] # 58 = Index of column 'Households_with_Telephone_Mobile_Phone_Landline_only'
        total_female += row[1][5] # 59 = Index of column 'Households_with_Telephone_Mobile_Phone_Mobile_only'
        total_female_workers += row[1][9] # 22 = Index of 'Agricultural Workers'
    
    # Append both values to respective lists
    Female.append((key,total_female))
    Female_Workers.append((key,total_female_workers))
    
# Create a dataframe holding state name, households_with_mobile and agri_workers 
df_mobile_penetration =  pd.DataFrame({
        'state' : [x[0] for x in states_group] ,
        'Female': [x[1] for x in Female],
        'Female_Workers' : [x[1] for x in Female_Workers]
        
    })

# View the dataframe
df_mobile_penetration
Out[273]:
state Female Female_Workers
0 ANDAMAN AND NICOBAR ISLANDS 177710 31646
1 ANDHRA PRADESH 42138631 15237311
2 ARUNACHAL PRADESH 669815 237384
3 ASSAM 15266133 3428130
4 BIHAR 49821295 9502798
5 CHANDIGARH 474787 75977
6 CHHATTISGARH 12712303 5046359
7 DADRA AND NAGAR HAVELI 149949 37868
8 DAMAN AND DIU 92946 13837
9 GOA 719405 157712
10 GUJARAT 28948432 6766833
11 HARYANA 11856728 2109872
12 HIMACHAL PRADESH 3382729 1516049
13 JAMMU AND KASHMIR 5900640 1127623
14 JHARKHAND 16057819 4673505
15 KARNATAKA 30128640 9602481
16 KERALA 17378649 3167494
17 LAKSHADWEEP 31350 3435
18 MADHYA PRADESH 35014503 11427163
19 MAHARASHTRA 54131277 16811003
20 MANIPUR 1417208 565202
21 MEGHALAYA 1475057 481910
22 MIZORAM 541867 195965
23 NAGALAND 953853 426765
24 NCT OF DELHI 7800615 825023
25 ORISSA 20762082 5638934
26 PONDICHERRY 635442 112037
27 PUNJAB 13103873 1823205
28 RAJASTHAN 32997440 11589179
29 SIKKIM 287507 113780
30 TAMIL NADU 36009055 11449703
31 TRIPURA 1799541 424195
32 UTTAR PRADESH 95331831 15967953
33 UTTARAKHAND 4948519 1320354
34 WEST BENGAL 44467088 8040308
In [274]:
#PLOTTING STATEWISE DISTRIBUTION OF Female_Workers AND Female
from numpy import *
ind = arange(35)
width = 0.4

fig, ax = plt.subplots()
plt.xlim(0,22000000)
rects1 = ax.barh(ind, df_mobile_penetration['Female_Workers'],width,color='b',align='center')
rects2 = ax.barh(ind+width, df_mobile_penetration['Female'],width,color='lightblue',align='center')
ax.set_xlabel('Population')
ax.set_title('Female population IN VARIOUS STATES W.R.T. Female Workers')
ax.set_yticks(ind + width / 2)
ax.set_yticklabels((x for x in df_mobile_penetration['state']))
ax.legend((rects1[0], rects2[0]), ('Female Workers', 'Population of Female in state'))
plt.rcParams.update({'font.size': 25})
plt.rcParams['figure.figsize'] = (25,25)
plt.show()
In [292]:
#DISTRIBUTION OF HOUSEHOLDS USING MOBILES AND AGRICULTURAL WORKERS
plt.figure(figsize=(10,6))
pop = pd.DataFrame(data.groupby(['District_name'])['Population', 'Agricultural_Workers', 'Household_with_phone'].sum()).sort_values(by=['Population'], ascending=False)
sns.scatterplot(data=pop, x='Household_with_phone', y='Agricultural_Workers', hue='Population',size='Population', legend='brief', sizes=(2, 200))
plt.show()
<ipython-input-292-ae59505532ce>:3: FutureWarning: Indexing with multiple keys (implicitly converted to a tuple of keys) will be deprecated, use a list instead.
  pop = pd.DataFrame(data.groupby(['District_name'])['Population', 'Agricultural_Workers', 'Household_with_phone'].sum()).sort_values(by=['Population'], ascending=False)
In [276]:
data.describe()
Out[276]:
District_code Population Male Female Literate Workers Male_Workers Female_Workers Cultivator_Workers Agricultural_Workers ... Christians Sikhs Buddhists Jains Secondary_Education Higher_Education Graduate_Education Age_Group_0_29 Age_Group_30_49 Age_Group_50
count 640.000000 6.400000e+02 6.400000e+02 6.400000e+02 6.400000e+02 6.400000e+02 6.400000e+02 6.400000e+02 6.400000e+02 6.400000e+02 ... 6.400000e+02 6.400000e+02 640.000000 640.000000 6.400000e+02 6.400000e+02 6.400000e+02 6.400000e+02 6.400000e+02 6.400000e+02
mean 320.500000 1.891961e+06 9.738598e+05 9.181011e+05 1.193186e+06 7.529514e+05 5.186561e+05 2.342953e+05 1.856387e+05 2.255513e+05 ... 4.346811e+04 3.255174e+04 13192.143750 6955.864062 2.051046e+05 1.241736e+05 1.090132e+05 1.102826e+06 4.820189e+05 3.001005e+05
std 184.896367 1.544380e+06 8.007785e+05 7.449864e+05 1.068583e+06 6.071622e+05 4.412388e+05 1.913541e+05 1.514895e+05 2.216222e+05 ... 1.087273e+05 1.603859e+05 56347.946567 23624.010655 2.164778e+05 1.304154e+05 1.502260e+05 8.887434e+05 4.183230e+05 2.549556e+05
min 1.000000 8.004000e+03 4.414000e+03 3.590000e+03 4.436000e+03 3.555000e+03 2.228000e+03 1.327000e+03 0.000000e+00 0.000000e+00 ... 1.710000e+02 3.000000e+00 1.000000 0.000000 8.090000e+02 6.560000e+02 3.560000e+02 5.113000e+03 2.088000e+03 7.860000e+02
25% 160.750000 8.178610e+05 4.171682e+05 4.017458e+05 4.825982e+05 3.284688e+05 2.294168e+05 9.420350e+04 7.491025e+04 5.284175e+04 ... 1.951750e+03 2.537500e+02 163.750000 124.750000 7.078575e+04 4.234700e+04 2.799200e+04 4.786540e+05 2.101965e+05 1.193285e+05
50% 320.500000 1.557367e+06 7.986815e+05 7.589200e+05 9.573465e+05 6.223410e+05 4.288515e+05 1.929265e+05 1.501250e+05 1.645300e+05 ... 6.079500e+03 7.375000e+02 372.000000 741.000000 1.523325e+05 8.998700e+04 6.624350e+04 8.896820e+05 3.905085e+05 2.421020e+05
75% 480.250000 2.583551e+06 1.338604e+06 1.264277e+06 1.602260e+06 1.036544e+06 6.991510e+05 3.163658e+05 2.553015e+05 3.258982e+05 ... 2.750850e+04 2.800000e+03 1942.500000 4150.750000 2.629160e+05 1.583555e+05 1.299488e+05 1.491204e+06 6.525142e+05 4.045875e+05
max 640.000000 1.106015e+07 5.865078e+06 5.195070e+06 8.227161e+06 4.492767e+06 3.363123e+06 1.239177e+06 1.013050e+06 1.227956e+06 ... 1.248137e+06 1.863408e+06 668050.000000 343639.000000 2.018079e+06 1.196965e+06 1.733274e+06 6.184519e+06 3.241888e+06 1.921143e+06

8 rows × 23 columns

In [277]:
# difference between male and female workers for each state
(data.Male_Workers - data.Female_Workers).describe()
Out[277]:
count    6.400000e+02
mean     2.843608e+05
std      3.065455e+05
min     -1.329100e+04
25%      9.055525e+04
50%      2.047975e+05
75%      3.718278e+05
max      2.318754e+06
dtype: float64
In [278]:
#bar chart of Workers comparison between different states
plot_barh(data, 'State_name', 'Workers', title = 'Workers comparison \
between different states' , xlabel = 'Workers')
In [279]:
#bar chart of female_Workers comparison between different states
plot_barh(data, 'State_name', 'Female_Workers', title = 'Female workers comparison \
between different states' , xlabel = 'Female_Workers')
In [280]:
#bar chart of Male_Workers comparison between different states
plot_barh(data, 'State_name', 'Male_Workers', title = 'Male workers comparison \
between different states' , xlabel = 'Male_Workers')
In [281]:
#bar chart of Agricultural_Workers comparison between different states
plot_barh(data, 'State_name', 'Agricultural_Workers', title = 'Agricultural_Workers comparison \
between different states' , xlabel = 'Agricultural_Workers')
In [282]:
#bar chart of Cultivator_Workers comparison between different states
plot_barh(data, 'State_name', 'Cultivator_Workers', title = 'Cultivator_Workers comparison \
between different states' , xlabel = 'Cultivator_Workers')
In [283]:
sns.pairplot(data)
Out[283]:
<seaborn.axisgrid.PairGrid at 0x2163883a640>
In [284]:
#pie chart of Percentage population of india by religion 2011
t=data['Population'].sum()
def value(x):
    a=(x/t)*100
    return a
    
name=['Hindu', 'Muslims', 'Christians', 'Sikhs','Buddhists','Jains']
h=data['Hindus'].sum()
m=data['Muslims'].sum()
c=data['Christians'].sum()
s=data['Sikhs'].sum()
b=data['Buddhists'].sum()
j=data['Jains'].sum()

people = [value(h),value(m),value(c),value(s),value(b),value(j)]
print("Percentage population of india by religion 2011")
plt.pie(people, labels=name,autopct='%0.f%%', shadow=True,startangle=180)
Percentage population of india by religion 2011
Out[284]:
([<matplotlib.patches.Wedge at 0x2163a15e190>,
  <matplotlib.patches.Wedge at 0x2163a15ea60>,
  <matplotlib.patches.Wedge at 0x2163a154370>,
  <matplotlib.patches.Wedge at 0x2163a154c70>,
  <matplotlib.patches.Wedge at 0x2164d090640>,
  <matplotlib.patches.Wedge at 0x2164d090eb0>],
 [Text(0.9003242568507431, -0.6319938548167675, 'Hindu'),
  Text(-0.7872736625823674, 0.7682448699497737, 'Muslims'),
  Text(-1.0659615519790893, 0.27152526531122606, 'Christians'),
  Text(-1.0918169877687385, 0.1339241024595583, 'Sikhs'),
  Text(-1.0988660298929538, 0.04993444049249349, 'Buddhists'),
  Text(-1.0999253068002786, 0.01281871523646395, 'Jains')],
 [Text(0.49108595828222346, -0.3447239208091459, '81%'),
  Text(-0.4294219977722004, 0.41904265633624016, '14%'),
  Text(-0.5814335738067758, 0.14810469016975963, '2%'),
  Text(-0.5955365387829482, 0.07304951043248634, '2%'),
  Text(-0.5993814708507019, 0.02723696754136008, '1%'),
  Text(-0.5999592582546973, 0.006992026492616699, '0%')])